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Hon’ble Union Minister Shri Shivraj Singh Chouhan Ji Introduces NIKA2, Spotlighting Janaki Pulaparthi’s Women-Led DeepTech Journey
New Delhi, August 13, 2026: Hon’ble Union Minister Shri Shivraj Singh Chouhan Ji unveiled the NIKA2 Kisan Medium Drone developed by AkinAnalytics, highlighting an important milestone for women-led DeepTech entrepreneurship in India. Founder and CEO Janaki Pulaparthi presented the indigenous agricultural platform and demonstrated its capabilities before the Union Minister. The occasion brought attention not only to the drone’s technology but also to the growing presence of women entrepreneurs in India’s advanced technology landscape. AkinAnalytics is a MeitY-supported Indian DeepTech and Defence technology startup, with its work spanning drones, artificial intelligence, analytics and specialised sector applications. Under the leadership of Janaki Pulaparthi, a Computer Science Engineer and ISB alumna, the company has developed solutions aimed at agriculture as well as environmental operations, infrastructure, mining, energy and defence. The opportunity to showcase NIKA2 before Shri Shivraj Singh Chouhan Ji adds national visibility to this women-led technology journey. The NIKA2 platform has been developed to address multiple agricultural requirements rather than functioning solely as a spraying drone. Its 16-litre spraying payload is complemented by a 13-kg spreading payload, allowing spraying and spreading operations to be performed through the same platform. The drone can cover approximately three acres per sortie, subject to field and operating conditions. Such multi-use capability is aimed at making drone deployment more versatile across different stages of agricultural activity. Its design also incorporates technologies intended for challenging field conditions. Terrain-following capability enables the drone to operate across varying and undulating terrain, while its application range includes tea-estate spraying. NIKA2 is also equipped for night operations and incorporates advanced fail-safe features. Beyond crop spraying, its capabilities include seed and granule spreading and aquaculture-related applications such as feed distribution across fish and shrimp ponds. The company’s story has been shaped by practical drone deployments on the ground. In Andhra Pradesh, AkinAnalytics has deployed drones for aerial seed-ball dispersal as part of large-scale afforestation operations across forest landscapes. This work demonstrates how the company has approached drones as tools for solving sector-specific challenges rather than as technology products alone. Its DGCA-authorised RPTO at Amalapuram further extends this ecosystem by supporting drone training and rural entrepreneurship. Government-backed innovation programmes have also formed part of AkinAnalytics’ development journey, including NIDHI PRAYAS, Startup India Seed Fund Scheme and MeitY SAMRIDH. The company has also participated in the iDEX defence innovation ecosystem and Stanford Seed Spark. The unveiling of NIKA2 by Shri Shivraj Singh Chouhan Ji now adds another important milestone to that journey. It brings together women entrepreneurship, indigenous DeepTech and agricultural innovation, while demonstrating the potential of Indian startups to develop technology specifically suited to the country’s operational realities. Website: www.akinanalytics.com LinkedIn: Akin Analytics Solutions Instagram: https://www.instagram.com/analyticsakin?igsh=NmtlNnJrbGVvN2Jr
From India to the World: The Growing Demand for Herbs, Spices and Botanical Ingredients
India has long been associated with herbs, spices, traditional botanicals, and plant-based ingredients. From the spices used in everyday cooking to the botanical ingredients incorporated into modern wellness, food, cosmetic, and natural-product formulations, Indian-origin products continue to find applications well beyond the domestic market. What is changing is not necessarily the ingredients themselves, but the way people and businesses access them. Consumers are increasingly exploring natural and plant-based products, while manufacturers, retailers, importers, distributors, and emerging brands are looking for reliable sources of herbs, spices, powders, oils, seeds, and other botanical ingredients. This has created opportunities for Indian suppliers that can connect a diverse range of products with both domestic and international buyers. One such business is WYSNER BOTANICS , an Indian supplier, trader, exporter, and online brand working across the herbs, spices, botanical ingredients, herbal products, and natural-products categories. Why Indian Herbs and Spices Continue to Attract Global Interest India's relationship with herbs and spices is deeply connected to its agricultural diversity, culinary traditions, and long-standing use of plant-based ingredients. Indian spices are already familiar in kitchens around the world, while herbs and botanical ingredients are used across a much wider commercial landscape. Food and beverage companies, herbal-product manufacturers, nutraceutical businesses, cosmetic companies, retailers, wellness brands, and ingredient distributors all have different requirements when sourcing natural products. For international buyers, finding a supplier with access to several categories can also make sourcing more convenient. Instead of approaching separate suppliers for every product category, buyers may prefer working with a sourcing partner capable of offering herbs, powders, spices, teas, oils, seeds, dry fruits, and other natural ingredients. This broader approach is becoming increasingly relevant as businesses expand their product ranges. More Than Just Herbs and Spices The natural-products sector covers a surprisingly broad range of ingredients. A modern botanical supplier may work with everything from medicinal herbs and herbal powders to whole spices, spice powders, spice blends, herbal teas, essential oils, seeds, nuts, dry fruits, dehydrated vegetables, edible mushrooms, and other botanical ingredients. WYSNER BOTANICS has developed its portfolio across many of these categories, serving both individual consumers and commercial buyers. For a retailer, this variety can help broaden its product selection. For a manufacturer, it can provide access to different raw-material categories. For an importer or distributor, a wider portfolio can create opportunities to consolidate sourcing requirements. The result is a natural-ingredient marketplace that is no longer limited to traditional spice trading. The Rise of Wholesale and Bulk Sourcing There is an important difference between buying a natural product for personal use and sourcing it for commercial purposes. Businesses may require larger quantities, consistent communication, suitable packaging, product information, and dependable supply arrangements. Importers and distributors may also need suppliers who understand international sourcing requirements. This is where the B2B side of the botanical industry becomes particularly important. WYSNER BOTANICS serves wholesalers, importers, manufacturers, distributors, retailers, private-label businesses, and other commercial buyers in addition to individual customers. Its product categories include herbs, herbal powders, spices, spice blends, botanical ingredients, herbal teas, essential oils, seeds, dry fruits, and other natural products. For businesses developing a natural-product range, having access to multiple categories through one supplier can make the initial sourcing process more straightforward. Private Label Is Creating New Opportunities The expansion of eCommerce has also changed the natural-products business. Small businesses and entrepreneurs can now build specialized brands without necessarily operating their own manufacturing or agricultural supply chains. Private-label sourcing allows businesses to develop products under their own branding while working with external suppliers for suitable products or ingredients. This has opened opportunities for herbal-product brands, wellness businesses, retailers, and online sellers. WYSNER BOTANICS welcomes private-label, wholesale, export, and sourcing inquiries, making its portfolio relevant to businesses looking to develop or expand ranges involving herbs, spices, botanicals, herbal teas, and natural products. For smaller brands in particular, the ability to discuss sourcing requirements directly with a supplier can be valuable when building a new product line. Natural Ingredients Across Multiple Industries One of the reasons botanical ingredients remain commercially interesting is their versatility. The same broad category of natural ingredients can serve very different industries. Food manufacturers may source herbs and spices for culinary products. Beverage businesses may explore herbal teas and botanical ingredients. Cosmetic companies may use plant-based ingredients within their formulations. Nutraceutical and herbal-product businesses may require botanical powders and other ingredients for their product development. Retailers and eCommerce businesses, meanwhile, may sell finished herbal products directly to consumers. WYSNER BOTANICS identifies food and beverage, nutraceuticals, herbal products, cosmetics and personal care, pharmaceuticals, wellness, natural products, retail and eCommerce, private-label brands, and ingredient trading and distribution among the sectors it serves. This cross-industry demand helps explain why the market for herbs, spices, and botanical ingredients extends far beyond traditional grocery products. From Traditional Ingredients to Modern Online Commerce Perhaps one of the most noticeable changes in the sector is the combination of traditional products with modern eCommerce. Herbs and spices may have been traded for centuries, but today's customers can discover, compare, purchase, and inquire about products online. For consumers, this means easier access to herbal products, spices, teas, and other natural products. For businesses, online platforms can become an initial point of contact for wholesale, export, private-label, and sourcing discussions. WYSNER BOTANICS follows this combined model, maintaining an online presence while also focusing on wholesale supply, export opportunities, and commercial sourcing. The combination allows the business to address both consumer demand and B2B requirements. The Importance of Quality-Oriented Sourcing As the natural-products industry grows, buyers are becoming more attentive to sourcing. Product selection, consistency, communication, and suitability for the intended application all matter when purchasing herbs, spices, and botanical ingredients. A supplier's role is therefore not simply to make products available. Businesses also need clear communication about what is being supplied and how it fits their requirements. WYSNER BOTANICS describes its approach as one focused on carefully selected ingredients and quality-oriented sourcing, while maintaining an emphasis on customer communication and service. For international buyers, direct communication can be particularly important when discussing wholesale quantities, export requirements, private-label projects, or specific product-sourcing needs. Building a Connection Between Indian Suppliers and Global Buyers India's established agricultural and spice ecosystem gives Indian suppliers an important position within the global natural-ingredients marketplace. But access to products is only one part of international trade. Connecting those products with suitable buyers, distributors, manufacturers, retailers, and brands is equally important. Businesses such as WYSNER BOTANICS are operating within this intersection of Indian sourcing, international trade, eCommerce, and the growing interest in natural products. Its portfolio brings together herbs, herbal powders, spices, botanical ingredients, herbal teas, essential oils, seeds, dry fruits, dehydrated vegetables, mushrooms, and other natural products. For buyers exploring Indian-origin natural products, this type of multi-category supplier can provide another route into India's broad botanical and agricultural marketplace. What the Future May Look Like The demand for natural ingredients is creating opportunities across both consumer and commercial markets. Consumers are exploring plant-based products and traditional botanicals. Entrepreneurs are creating specialized wellness and natural-product brands. Manufacturers are looking for botanical ingredients. Retailers are expanding their natural-product selections. Importers and distributors are searching for new product categories. These developments are creating a more interconnected market in which Indian herbs, spices, botanicals, and natural products can reach customers far beyond their traditional markets. For companies operating in this space, the challenge will be to combine product variety with dependable sourcing, responsible communication, and an understanding of what different buyers actually need. WYSNER BOTANICS is positioning itself within this changing environment as an Indian supplier, trader, exporter, and online brand serving consumers as well as wholesalers, importers, manufacturers, distributors, retailers, and private-label businesses. As global interest in herbs, spices, botanical ingredients, and natural products continues to develop, India's role in this market is likely to remain significant. For businesses looking toward India for natural ingredients, the opportunity is not simply about sourcing a single herb or spice. It is about discovering a broader ecosystem of botanical products—and finding supply partners capable of connecting that ecosystem with the needs of modern global markets. About WYSNER BOTANICS WYSNER BOTANICS is an Indian supplier, trader, exporter, and online brand specializing in herbs, spices, botanical ingredients, herbal products, natural ingredients, and wellness products. Its portfolio includes medicinal herbs, herbal powders, whole spices, spice powders, spice blends, herbal teas, essential oils, seeds, nuts, dry fruits, dehydrated vegetables, edible mushrooms, botanical ingredients, and other natural products. The company serves individual consumers as well as wholesalers, importers, manufacturers, distributors, retailers, and private-label brands across domestic and international markets. WYSNER BOTANICS B-9D, 3rd Floor, Block-B, DDA Flats, Sarai Rohilla, Delhi, India Mobile / WhatsApp: +91 9268 266 266 Email: contact@wysnerbotanics.com Website: wysnerbotanics.com For wholesale, export, private-label, and product-sourcing inquiries, businesses and customers can contact the WYSNER BOTANICS team directly.
OK AI QUANT Releases 2026 Mid-Year Report and 2027 Strategic Plan
2026 represents an important stage in the development of the global quantitative trading industry. Market research indicates that the global AI-driven trading market is expected to grow from US$24.53 billion in 2025 to US$27.85 billion in 2026 , representing a compound annual growth rate (CAGR) of 13.6% . Meanwhile, the AI-driven investment analysis market is growing at an even faster pace, with a CAGR of 26.6% and an expected market value of US$2.48 trillion by 2034 . Against the backdrop of rapid industry development, OK AI QUANT , an AI-powered quantitative trading company with operations spanning 29 countries , continued to advance its global market expansion, talent development, and technology research during the first half of 2026, achieving a series of significant milestones. 1. Membership Growth and Trading Activity: Accelerating Global Expansion According to industry data, AI agents were able to initiate approximately 25% of cryptocurrency transactions in 2026 , representing a threefold increase from two years earlier, while processing more than US$100 million in on-chain transactions each week . Amid this technological development, OK AI QUANT has continued to expand its international market presence through its proprietary Graph Neural Network (GNN) time-series forecasting model and full-asset quantitative capabilities covering 50,000 financial products . The company currently serves users across 29 countries worldwide . During the first half of 2026, OK AI QUANT recorded significant membership growth, with the number of new members increasing substantially compared with the same period last year . At the same time, members' assets under management and trading activity continued to increase, reflecting growing global interest in AI-powered quantitative technology and financial products related to digital assets. Industry data indicates that quantitative investment among individual investors is expected to reach new levels in 2026. Cryptocurrency investment products have recorded net inflows for multiple consecutive weeks, while professional capital continues to enter the digital asset sector. Institutional investors accounted for 55% of over-the-counter trading activity in the cryptocurrency market , up significantly from 41% in the second half of 2025 . Through its ongoing focus on stable performance and an increasingly comprehensive compliance and risk management framework, OK AI QUANT has continued to strengthen its global market services while enhancing user confidence in its business and technology infrastructure. 2. Team Growth: Expanding Global Talent and Local Capabilities During the first half of 2026, OK AI QUANT continued to advance its global talent strategy, with its overall team size growing significantly compared with the end of 2025. Building upon its founding team of quantitative engineers from leading Wall Street hedge funds, AI algorithm specialists, and experienced traders, the company further expanded its global recruitment efforts and continued to bring in professional talent across key areas including technology research and development, compliance and risk management, and business development. During the first half of 2026, the company also recorded continued membership growth, with the number of new members increasing substantially year over year . As of now, OK AI QUANT's global membership base has grown to more than 1 million members , while its organizational structure across different functions continues to develop. Of particular importance, following the formal implementation of its India market strategy, OK AI QUANT has established and fully staffed its core local team in India, covering key functions including compliance, technical support, business development, and market operations. This provides an important talent foundation for the company's continued development in India and South Asia and supports the establishment of a more comprehensive localized service system. Going forward, OK AI QUANT will continue to advance global talent acquisition and localized team development to provide ongoing support for its international market expansion. 3. Technology Capabilities: From Factor-Based Models to Agent-Based Intelligence During the first half of 2026, OK AI QUANT completed a core algorithm architecture upgrade of its Graph Neural Network time-series forecasting model V3.0 , further advancing the integration of AI and quantitative trading technologies. As artificial intelligence continues to evolve, the integration of AI and quantitative trading is moving from gradual adoption toward broader transformation. Deep learning and reinforcement learning are becoming important technological engines for asset allocation, while large AI models are increasingly being applied across business functions including factor discovery, portfolio construction, trading risk management, and compliance operations. Industry trends indicate that the transition from traditional factor models toward automated feature engineering is accelerating. Cloud-native execution platforms and flexible latency-tier architectures are also becoming important technological foundations for the quantitative trading industry. Based on these developments, OK AI QUANT will continue to increase investment in advanced AI algorithm research, quantitative strategy development, and technology infrastructure, further enhancing the application of AI across its quantitative research and trading systems. 4. 2027 Outlook: Advancing Toward a Full-Asset Quantitative Trading Platform Looking ahead to 2027, OK AI QUANT has established a clear set of strategic objectives. In the Indian market, the company plans to further expand its local team, work toward achieving a top-five market share position in the region , and continue strengthening its localized service capabilities across India and South Asia. For its global business, the company plans to achieve 30% year-over-year growth in global AUM , representing cumulative growth of 50% compared with 2025 . At the same time, OK AI QUANT plans to further increase the application of AI agents within its trading systems, with the goal of raising the contribution of AI-agent-driven trading to 20% . In terms of products and strategy development, OK AI QUANT plans to further expand its full-asset quantitative capabilities, with quantitative strategies covering more than five categories of traditional financial products , including Indian equities, bonds, and foreign exchange. The company aims to gradually build a full-asset quantitative trading platform covering both digital assets and traditional financial markets. Meanwhile, from 2026 through 2027, OK AI QUANT plans to continue expanding its global talent acquisition efforts through initiatives including monthly salary incentives and team-based rewards , while further expanding its talent and membership base. The company will also continue strengthening its professional teams in advanced AI algorithm research, quantitative strategy development, compliance, and risk management to provide long-term talent support for its global expansion. Industry analysis indicates that global quantitative trading activity could expand by three to five times over the next three to five years, representing potential growth of approximately 200% to 400% compared with 2025 levels. As AI agents gradually expand from cryptocurrency markets into traditional financial markets, cross-asset and cross-market trading infrastructure is expected to become an important direction of competition in the next stage of the industry. Building the Foundation in 2026. Advancing into 2027. OK AI QUANT is adopting “AI-driven, human-machine collaboration” as its technology development approach and continues to advance its global market expansion, AI research and development, quantitative strategy innovation, and talent development. The company is steadily moving from regional market expansion toward the global AI-powered quantitative trading sector. OK AI QUANT Official Website: https://www.okaiquant.com/
Deeksha Vedantu Veteran of 15 Years Creates History: Dr. Krishna B S Felicitated for Record-Breaking Umling La Expedition
Bengaluru, August 13, 2026 — Deeksha Vedantu's KMWA PU College in Mahalakshmipuram played host to a proud moment for the Deeksha Vedantu family today, as Dr. Krishna B S, an educator who has spent 15 years shaping students at Deeksha, was felicitated for setting a new India Book of Records title: the Longest Car Journey to Umling La by a Specially Abled Individual. The ceremony was graced by Mr. Harish R, representing the India Book of Records team, who presented Dr. Krishna with the official India Book of Records certificate recognizing his title for the Longest Car Journey to Umling La by a Specially Abled Individual, in the presence of dignitaries, students, faculty, and members of the Deeksha community. Dr. Krishna's expedition covered over 1,261 kilometers across ten days, taking him from Chandigarh through some of the most demanding terrain in the country — Zojila Pass, Kargil, Leh, and Hanle — before reaching Umling La at 19,024 feet, the highest motorable pass on Earth. He completed the entire journey behind the wheel himself, without a support driver. For those who know him at Deeksha Vedantu, the achievement is consistent with a career built on the same conviction. Alongside his role as an educator, Dr. Krishna is an accomplished bodybuilder who has competed at a national level, a life shaped, in his own words, by refusing to let assumptions about his body define what he could do. Dr. Krishna B S said: "Deeksha Vedantu has been home for 15 years. It's where I found that teaching and proving are the same act. I didn't take on this drive to set a record. I took it on because I wanted everyone to see, not just hear, that disability is not inability. Every pass, every kilometre of that journey was a lesson that I will carry my entire life and I hope it inspires my students never to set limits to their dreams.” The recognition places Dr. Krishna's name among India Book of Records' roster of "extraordinary feats by extraordinary people.” It’s a title earned not in a studio or a stadium, but across ten days and 1,261 kilometres of some of the country's most unforgiving terrain. For Deeksha Vedantu, where he has spent the last 15 years shaping students, it's a milestone that means something more: a living example of the belief the institution has always tried to instil in its own students.
Gennova Biopharmaceuticals Launches ‘Orgdaan movement’ to Organ Donation Awareness Across India
Pune, August 13, 2026: Gennova Biopharmaceuticals Ltd., a leading Indian biotechnology company, has launched ‘Orgdaan Movement’ , a nationwide awareness campaign aimed at promoting organ donation and encouraging more people to understand, discuss and pledge their organs for this life-saving cause. Launched on the occasion of World Organ Donation Day , observed on August 13, the initiative seeks to address misconceptions around organ donation, promote fact-based awareness and encourage individuals to have informed conversations with their families about their decision to become organ donors. With thousands of patients awaiting life-saving organ transplants, the availability of suitable donors remains a critical healthcare challenge. Through Orgdaan, Gennova aims to contribute towards bridging this awareness gap and building a culture where organ donation is recognised as an act of compassion that can give patients a second chance at life. Building Awareness, Inspiring Action The Orgdaan movement will focus on educating people about the importance and impact of organ donation through digital outreach, community awareness initiatives, employee engagement and collaborations with healthcare professionals and other stakeholders. The campaign will primarily work towards: Increasing awareness about organ donation and transplantation. Addressing myths, fears and misinformation associated with organ donation. Encouraging individuals to pledge their organs and communicate their decision to their families. Promoting credible, fact-based information about the donation process. Encouraging healthcare professionals, institutions and citizens to become advocates for organ donation. Commenting on the initiative, Mr. Saumil Mody, President (Commercial Operations), Gennova Biopharmaceuticals Ltd., said , “Organ donation is one of the most meaningful gifts a person can offer—the gift of life. Through Orgdaan, we want to create greater awareness, encourage informed decisions and inspire individuals to become advocates for organ donation. At Gennova, our commitment goes beyond developing innovative healthcare solutions to initiatives that can create a meaningful impact on society. On World Organ Donation Day, we encourage everyone to start a conversation about organ donation and help create hope for those waiting for a second chance at life.” A Long-Term Awareness Movement Gennova plans to develop Orgdaan as a sustained awareness initiative , extending its reach through nationwide digital campaigns, educational programmes, community engagement, social media outreach and collaborations with healthcare professionals and patient advocacy groups. The company also plans to undertake awareness activities around World Organ Donation Day and other relevant healthcare observances, with the objective of keeping the conversation around organ donation active throughout the year. Through Orgdaan movement, Gennova hopes to encourage greater public participation and contribute to building a more informed, compassionate society that understands the importance of organ-donation. Click here to watch on YouTube: https://www.youtube.com/watch?v=94-8pM9UFJo “The link below provides comprehensive information about the campaign, including its objective, key initiatives, and overall vision ” https://www.orgdaan.com About Gennova Biopharmaceuticals Ltd. Gennova Biopharmaceuticals Ltd. ,a wholly owned subsidiary of Emcure Pharmaceuticals Ltd., is a Pune, India-headquartered biotechnology company focused on developing, manufacturing and commercialising innovative biotherapeutics for life-threatening diseases. The company has expertise across cardiovascular, neurology, nephrology, oncology, vaccines and advanced therapeutic platforms. Driven by scientific innovation and a commitment to improving patient outcomes, Gennova continues to work towards making advanced healthcare solutions more accessible while supporting initiatives that create meaningful societal impact.
Luméra International 2026 Unveils Selected Participants, Announces Final Event Date and Vision
Mumbai: Luméra International 2026 has officially unveiled its first set of selected participants and announced the final date of its much-awaited grand event, scheduled to take place on 3rd October 2026 in Mumbai. The platform is now also open for fresh registrations across the Mr., Miss and Mrs. Luméra International 2026 categories. Founded by *Prakash Caulleechurn, CEO and Founder of Luméra, along with **Nuruddin Sheikh, Director and Co-Founder*, Luméra International aims to create a unique platform that brings together beauty, fashion, entrepreneurship, business, leadership and social impact. The 2026 edition will feature the *Mr. & Miss Luméra International 2026* pageant, a fashion presentation, the *Luméra International Excellence Awards*, recognition for startup and business excellence, entertainment and networking opportunities. At the heart of this year's edition is the theme *“Beauty with a Purpose.”* Speaking about the vision, Prakash Caulleechurn said, “Beauty with a Purpose is truly the heart of Luméra International. For us, beauty is not only about how someone looks. It is about how you use your opportunities and your platform to make a difference in someone else’s life.” Luméra International has chosen *cancer awareness and support for cancer patients* as its key social-impact initiative and is working with *Cancer Control Mission* as its NGO partner. The organisers plan to extend the initiative through awareness campaigns, community activities and other meaningful efforts, while also exploring blood donation drives with partners. Nuruddin Sheikh added that participants are expected to grow beyond the competition, with a focus on confidence, communication, leadership and personality development. With registrations still open, Luméra International 2026 is inviting aspiring *Mr., Miss and Mrs. participants* to become part of a platform that seeks to combine glamour with purpose, recognition with responsibility and success with meaningful social impact.
Buying a Home? These 7 Property Documents Can Save You from Future Legal Problems
Purchasing a home is one of the most significant financial milestones in a person’s life. However, behind the excitement of finding the perfect layout, modern amenities, and ideal neighborhood lies a critical step that requires meticulous attention: legal due diligence. In India’s complex real estate landscape, property disputes often arise not from physical defects, but from missing, faulty, or fraudulent legal paperwork. Whether you are a first-time homebuyer, an urban professional, or a seasoned investor, conducting thorough property verification is essential. Ensuring that every key land record and property document is authentic and legally binding protects your life savings from litigation, title disputes, and unauthorized construction issues. Here is a comprehensive breakdown of the essential property documents you must verify before handing over your hard-earned money. 1. Why Property Documents Matter Before Buying a Home Real estate transactions involve the transfer of high-value assets governed by local municipal laws, state revenue codes, and national legal frameworks. A single oversight in title chain or registration can lead to prolonged court battles, legal encumbrances, or municipal demolition orders. Legal verification serves three vital goals: Establishing Proof of Ownership: Confirming that the seller has the unquestionable legal right to transfer property ownership. Preventing Financial and Legal Liabilities: Guaranteeing the property is free from unpaid mortgages, bank liens, property tax payment arrears, or pending litigation. Ensuring Statutory Compliance: Confirming that the building strictly adheres to sanctioned building plan approvals and local zoning laws. 2. Sale Deed vs Title Deed – What's the Difference? Buyers frequently confuse a Sale Deed with a Title Deed , but understanding their distinct legal meanings is foundational to property verification. Sale Deed: This is the primary legal instrument executed at the time of property registration. It acts as conclusive legal evidence of the sale and transfer of ownership from the seller to the buyer. When registering a property, buyers must also account for statutory expenses such as stamp duty and registration charges in Maharashtra and other respective states. Title Deed: Unlike a Sale Deed, a Title Deed is not a single document; rather, it is a legal concept representing the chain of ownership over time. It includes historical transfer documents such as previous Sale Deeds, Partition Deeds, or a Gift Deed , proving an unbroken chain of title for at least 30 years. A valid Index 2 document (an official extract from the Sub-Registrar’s office) is also crucial during this stage. Performing an Index 2 download verifies the registered details of the property transaction, including seller names, property area, and registration numbers. 3. Encumbrance Certificate: Check for Existing Liabilities An Encumbrance Certificate (EC) is a mandatory document that certifies whether a property is free from legal or monetary obligations such as unpaid bank loans, mortgages, or legal claims. What It Contains: An EC lists all registered transactions associated with the property over a specified duration (typically 15 to 30 years). Why It Matters: If a property has been pledged as collateral for a loan that remains unpaid, the lending institution holds a lien against it. Purchasing such a property without clearing the lien can make you liable for the predecessor's debt. Nil Encumbrance Certificate: If no liabilities or registered encumbrances exist for the searched period, the Sub-Registrar issues a 'Nil Encumbrance Certificate', confirming clean property title history. 4. Property Card & Mutation Certificate Explained In urban and semi-urban real estate, revenue records play a pivotal role in verifying land title and tax records. Property Card A Property Card (issued by urban land record departments) provides detailed information about title ownership of land situated in urban municipal limits. Homebuyers can now easily check or view a property card online via state portal services to verify plot number, exact area measurements, and registered ownership rights before signing a deal. Mutation Certificate While property registration completes the legal purchase, updating revenue records requires a Mutation Certificate (also known as Dakhil Kharij , Khatoni entry, Ferfar etc). Mutation registers the buyer's name in local municipal or revenue records for tax liability purposes. Without completing mutation, official property tax payment receipts will continue to be generated in the former owner's name, creating administrative complications later. 5. Occupancy Certificate & Completion Certificate When buying a flat or an apartment in a multi-story project, physical possession without official civic clearances poses severe legal risks. Completion Certificate (CC): Issued by local municipal authorities, the CC certifies that the building has been constructed in strict compliance with approved building plans, height limitations, structural safety standards, and setback rules. Occupancy Certificate (OC): Issued after the completion certificate, the OC confirms that the building is fit for civic habitation and has secured valid utility connections (water, electricity, sewage). Living in a building without a valid Occupancy Certificate is illegal under municipal laws and can lead to eviction or disconnection of basic utilities. 6. Building Plan Approval & Conveyance Deed Building Plan Approval Before construction begins, developers must obtain building plan approval alongside a Commencement Certificate from local urban planning authorities. This guarantees that the layout, floor space index (FSI), fire safety provisions, and environmental clearances meet municipal building bylaws. Conveyance Deed In housing societies or gated communities, a Conveyance Deed transfers ownership rights of the land and common areas from the builder to the cooperative housing society. In cases where developers delay or fail to execute this transfer, societies can apply for a Deemed Conveyance Deed under relevant state housing regulations to secure title rights to the land beneath the structure. 7. Digital Land Records You Should Verify Before Payment With state governments digitizing land revenue systems, buyers can now access verified land records online within minutes. In states like Maharashtra, verifying digital land records—such as the digital 7/12 extract ( Saat Bara Utara )—is essential when purchasing land or plot-based properties. The 7/12 extract details survey numbers, land ownership, occupancy rights, land type, and existing agrarian liabilities. Homebuyers and investors can easily learn how to download 7/12 extract online via Mahabhulekh to cross-verify property credentials straight from official revenue databases before making advance token payments. 8. Property Verification Checklist for Homebuyers Before issuing any advance cheque or executing an agreement to sell, use this practical property verification checklist: Chain of Title: Verify historical ownership documents (Sale Deeds, Gift Deeds, Partition Deeds) for at least 30 years. Encumbrance Search: Obtain an Encumbrance Certificate for the last 15–30 years. Approved Plans: Check for valid Building Plan Approval, Layout Approval, and Commencement Certificate. Civic Clearances: Ensure availability of both Completion Certificate (CC) and Occupancy Certificate (OC). Revenue & Tax Status: Verify the Property Card, 7/12 extract, and latest property tax payment receipts to ensure zero arrears. RERA Registration: Ensure the project is registered under RERA (Real Estate Regulatory Authority) and check for ongoing legal complaints on the state RERA portal. Legal Title Opinion: Always hire an independent property advocate to conduct physical search reports at the local Sub-Registrar's office. Frequently Asked Questions (FAQs) What documents should I verify before buying a property? You should verify the Sale Deed, Title Deed chain (for 30 years), Encumbrance Certificate, Property Card or 7/12 extract, Building Plan Approval, Occupancy Certificate (OC), Completion Certificate (CC), and recent property tax receipts. What is an Encumbrance Certificate? An Encumbrance Certificate (EC) is an official document issued by the Sub-Registrar’s office stating whether a property is clear of legal liens, financial liabilities, pending mortgages, or court injunctions. What is a Property Card? A Property Card is an urban land revenue document that provides proof of ownership, plot number, and land area details for properties situated within municipal corporation limits. Is a Mutation Certificate mandatory? Yes. While a registered Sale Deed transfers ownership legal title, a Mutation Certificate updates government revenue records, ensuring the property tax liabilities are officially transferred to the new owner's name. How do I verify property ownership? Property ownership is verified by examining the chain of registered Title Deeds, pulling online revenue extracts (like Property Card or Digital 7/12), conducting an Index 2 search at the Sub-Registrar office, and checking RERA details. What is the difference between Sale Deed and Title Deed? A Sale Deed is an actual registered legal document executing the transfer of property from seller to buyer. A Title Deed is a broader legal concept backed by a chain of historical documents establishing ownership proof. What is Index II? Index II (Index 2) is an official summary extract issued by the Sub-Registrar of Assurances upon registering a property document. It specifies party names, property boundaries, registration fees, and transaction details. How can I avoid property fraud? To prevent property fraud, avoid cash transactions, verify digital land records on official government portals, obtain an independent legal opinion from a property lawyer, buy RERA-approved projects, and never occupy a property without an Occupancy Certificate.
KRAFTON India Unveils Fresh BGMI Redeem Codes Featuring Exclusive Mecha Ant Backpack
- 50 official redeem codes released to unlock exclusive in-game rewards - Codes valid through September 25 | Redeem only at: www.battlegroundsmobileindia.com/redeem Bengaluru, 13 August 2026: KRAFTON India today rolled out another set of redeem codes for BATTLEGROUNDS MOBILE INDIA (BGMI), giving players access to the exclusive Mecha Ant Backpack and a fresh assortment of in-game rewards from the game's landmark 5th Anniversary Edition 4.5 Update . BGMI 4.5 Update continues to expand BGMI’s entertainment universe, with CarryMinati joining the Battlegrounds as a fully playable in-game character. The collaboration brings the creator to life through a dedicated World of Wonder (WOW) map, an exclusive Boss Battle and a collection designed by NotYourType , offering players new ways to experience the season beyond traditional gameplay. With more than 260 million registered Indian players , the latest code drop gives the community another opportunity to engage with the season’s content at no cost. At the centre of this latest drop is the Mecha Ant Backpack , featuring a distinctive mechanical-inspired design that adds a fresh collectible to players’ inventories. Alongside the marquee reward, the 50 redeem codes offer players access to a selection of additional limited-time in-game rewards, extending BGMI’s ongoing efforts to bring exclusive content and community-focused rewards to its player base. Redeem codes are valid until September 25 and can be redeemed through BGMI's official website only. General Redeem Codes 1. LJZBZWMF36K3UBCS 2. LJZCZBEA8UQBV8X5 3. LJZDZEUDPWSW9DGF 4. LJZEZNX8RMGT87PG 5. LJZFZBAVJM46RSCR 6. LJZGZNCRD7G5G5X5 7. LJZHZDC8DFFQ98UT 8. LJZIZSRHRPU5PCAE 9. LJZJZ67JFJ9R56CJ 10. LJZKZ398SU47HMC6 11. LJZLZ6XESVG5DQKR 12. LJZMZJDDBFUBGJA4 13. LJZNZ9U46RRU48SE 14. LJZOZ569WKDUV56U 15. LJZPZDQC84QJPDER 16. LJZQZDSFK5J5TPB7 17. LJZRZCBUBQFV9AMP 18. LJZVZRMNVNBP8A93 19. LJZTZTMQGRQA33EG 20. LJZUZARWRP8HGAE6 21. LJZBAZXDEJMA7F3R 22. LJZBBZATJGD7XNXQ 23. LJZBCZAUENBTX7A8 24. LJZBDZ66JAUAHQVJ 25. LJZBEZC47E8XK4XD 26. LJZBFZXFG7CFGEHH 27. LJZBGZWCVFNQNVE3 28. LJZBHZAXQD96HHMM 29. LJZBIZVPUUGCP43G 30. LJZBJZFT9B7KBWMS 31. LJZBKZB7R7UVW7DV 32. LJZBLZ7WU3S7F3WE 33. LJZBMZTMX4H374U7 34. LJZBNZSKVTTRA4U4 35. LJZBOZR6C6CBUHQN 36. LJZBPZQ3J9WQRJP5 37. LJZBQZ6CWN5WKTNX 38. LJZBRZ4J3PXJ3SR3 39. LJZBVZW4NXF8Q7SP 40. LJZBTZ4TFQBKE5CF 41. LJZBUZBUAQS8NXRU 42. LJZCAZ8MS67X89RG 43. LJZCBZGF848NX8KB 44. LJZCCZFSABRFJ54S 45. LJZCDZQBE3P9CA6W 46. LJZCEZQTXTXJT48K 47. LJZCFZUFMU7CQPXH 48. LJZCGZJT8KT47XP6 49. LJZCHZHA7RNRXVHB 50. LJZCIZXNJD9D6Q48 Steps to Redeem Players can follow these simple steps to claim their rewards: Step 1: Visit the BGMI Redeem Centre at www.battlegroundsmobileindia.com/redeem Step 2: Enter your Character ID. Step 3: Enter the redemption code. Step 4: Complete the verification (Captcha) and click Redeem . Step 5: Eligible rewards will be delivered via in-game mail. Rules to Remember Each redeem code can be used by a maximum of 10 users on a first-come, first-served basis. Each user can redeem 1 code per day . Each redemption code can only be redeemed once per account. Expired codes can no longer be used. Redeem codes cannot be used via guest accounts. If a player successfully redeems a valid code, a confirmation message will be displayed. Once the redemption limit has been reached, users will receive an expiry notification. Rewards from redeemed codes must be claimed within 30 days of being delivered via in-game mail, after which the mail will expire. For the latest updates, follow BGMI's official YouTube, Instagram and Facebook channels. About KRAFTON, Inc. Headquartered in Korea, KRAFTON, Inc. is a global game developer and publisher dedicated to pioneering unforgettable worlds for players everywhere. Founded in 2007, KRAFTON brings together a diverse portfolio of studios including PUBG STUDIOS, Striking Distance Studios, Unknown Worlds, Neon Giant, KRAFTON Montréal Studio, Bluehole Studio, RisingWings, 5minlab, Dreamotion, ReLU Games, Flyway Games, Tango Gameworks, inZOI Studio, JOFSOFT, Eleventh Hour Games, OmniCraft Labs, Olivetree Games, Loonshot Games, and 9B STUDIO. Each is united by a commitment to bold imagination and breakthrough game-making. KRAFTON's franchises and titles include PUBG: BATTLEGROUNDS, PUBG MOBILE, PUBG: BLINDSPOT, inZOI, Subnautica, MIMESIS, Hi-Fi Rush, Dinkum, TERA, My Little Puppy, and more. Guided by its vision to pioneer the path to players' dreams, KRAFTON is focused on building franchises that last and delivering experiences that resonate with players around the world. For more information, visit www.KRAFTON.com . About KRAFTON India KRAFTON India is responsible for delivering premier mobile gaming experiences in the country, led by its flagship title BATTLEGROUNDS MOBILE INDIA (BGMI), which has surpassed 260 million downloads. Its diverse portfolio also includes titles such as Bullet Echo India, Road To Valor: Empires, CookieRun India, and Real Cricket, catering to a wide spectrum of Indian gamers. Beyond publishing games, KRAFTON India is committed to strengthening the digital entertainment ecosystem. Since 2021, the company has invested over $250 million in Indian startups across interactive entertainment, gaming, esports, and technology. Furthermore, KRAFTON has also launched the KRAFTON India Unicorn Growth Fund, a Rs 6,000 crore fund, set up jointly with South Korean technology giant, Naver and financial services major Mirae Asset, and which is aimed at supporting high-potential startups and accelerating the growth of India’s next generation of global technology leaders. The company also actively supports game development talent through the KRAFTON India Gaming Incubator (KIGI), enabling emerging developers with funding, mentorship, and strategic guidance.
Made for Date Nights Remembered Long After
New Delhi: Some moments are remembered long after the evening ends. A first date that turns into hours of conversation, a celebration with friends, or a chance encounter that leaves someone wanting to know more—these are the moments when a great fragrance becomes more than just something you wear. It becomes part of your presence. Created for men who understand the power of subtle attraction, ENVY Eclipse Eau De Parfum is a bold woody fragrance that brings together confidence, warmth and effortless charm. It's designed for evenings when first impressions matter and the closest compliments are often the most meaningful. The fragrance makes an unforgettable entrance with an intriguing blend of pink pepper, clove and a smoky accord, creating a bold yet sophisticated opening. As it settles, guaiac wood and aromatic juniper add richness and depth, giving the fragrance a refined masculine character. The experience finishes with smooth vanilla and cashmeran, leaving behind a warm, comforting trail that lingers beautifully into the night. Its rich woody character unfolds gradually, making ENVY Eclipse an ideal choice for date nights, evening celebrations and memorable occasions. Sophisticated yet approachable, it's a fragrance that complements the wearer with quiet confidence rather than overpowering the moment. Inspired by the artistry of premium international perfumery, ENVY Eclipse combines modern craftsmanship with a distinctive scent profile that's both sophisticated and approachable. Its long-lasting Eau De Parfum formulation is designed to stay with you throughout the evening, revealing new layers as the night unfolds. Presented in a premium 100 ml Eau De Parfum bottle, ENVY Eclipse is crafted for men who appreciate refined fragrances that transition effortlessly from intimate dinners to celebratory evenings, making every occasion feel a little more distinctive. With ENVY Eclipse, ENVY captures the essence of modern masculinity in a fragrance that's warm, sophisticated and created for evenings that deserve to be remembered. Price: INR 450/- Availability: GT, D2C, Amazon, Flipkart, Myntra and Meesho. For more information, visit: https://envyfragrances.com/products/envy-eclipse-perfume-for-men-100ml?_pos=1&_sid=f17e65ccf&_ss=r?utm_source=PressRelease&utm_medium=D2C&utm_placement=ArticlesJuly&utm_campaign=Eclipse&utm_adset=&utm_ad=&utm_content=&utm_term=
From Boardrooms to Healing Hearts: How Manjari Madhura Agrawaal Found Her True Calling Through Past Life Regression Therapy and Reiki Healing
Kolkata, India: Success is often measured by career milestones, financial achievements, and leadership positions. For Manjari Madhura Agrawaal , however, true success began the day she chose to walk away from a flourishing senior leadership career in finance to pursue a lifelong calling dedicated to healing, emotional well-being, and personal transformation. Today, as the Founder of Antaratma Happiness Centre , Manjari Madhura Agrawaal has established herself as a trusted holistic healing practitioner, helping individuals reconnect with themselves through Reiki Healing, Past Life Regression Therapy, and Inner Child Healing. Her inspiring journey reflects the courage to choose purpose over comfort and compassion over convention. A Journey Guided by Purpose Manjari's connection with healing began more than 25 years ago through Reiki. Since college days she remained deeply fascinated by human emotions and behaviour, energy and the deeper patterns influencing people's lives and how some people can transform their lives while others suffer. Over time, she witnessed remarkable positive changes in those who experienced Reiki with her , strengthening her belief that healing was not simply an interest it was her life's purpose. Choosing to leave the security of a successful corporate career, she dedicated herself entirely to supporting individuals in their emotional, mental, and spiritual healing journeys. Looking back, she describes that decision as one of the most meaningful and fulfilling choices of her life. Healing Beyond the Surface At Antaratma Happiness Centre, Manjari believes that many recurring emotional struggles originate from unresolved experiences buried deep within the subconscious mind. Relationship conflicts, persistent fears, low self-esteem, emotional stress, anxiety, and feelings of being stuck often require healing beyond visible symptoms. Her holistic approach combines Reiki Healing, Past Life Regression Therapy, and Inner Child Healing to help individuals understand these emotional patterns with greater awareness and compassion. Rather than focusing solely on immediate challenges, her work encourages people to discover the emotional roots that may be influencing their present lives. Her philosophy remains simple yet profound: when emotional healing begins, individuals often experience greater clarity, confidence, inner peace, and a renewed sense of purpose. Transforming Lives Through Compassionate Healing Throughout her journey, Manjari has witnessed many inspiring transformations shared by her clients. One visually impaired individual struggling with unemployment and depression discovered Reiki through her . Over time, he regained confidence, established a successful Reiki practice of his own, and achieved financial independence and even enrolled for higher education In another memorable case, the parents of an eight-year-old child sought her help after years of recurring fears and nightmares that disrupted the child's sleep. Following Past Life Regression Therapy, they reported a significant positive improvement in the child's emotional well-being and sleeping patterns. She has also worked with clients facing persistent emotional challenges, including claustrophobia, relationship conflicts, and stress-related physical discomfort. Several individuals have shared positive experiences after therapeutic healing sessions, describing improved emotional balance and a greater sense of peace. While emphasizing that every healing journey is unique and outcomes cannot be guaranteed, Manjari believes these experiences highlight the importance of emotional awareness, self-discovery, and holistic well-being. Empowering Women to Prioritize Emotional Well-Being A large proportion of Manjari's clients are women balancing careers, families, relationships and countless responsibilities while often neglecting their own emotional needs. Through her therapy sessions, she encourages women to reconnect with their inner strength, release emotional burdens, rebuild confidence, and embrace personal growth. For Manjari, healing is not about changing who people are—it is about supporting them rediscover the strength and wisdom we all have within ourselves . Creating Greater Awareness Through Education Beyond one-on-one healing sessions, Manjari is committed to spreading awareness about emotional wellness, holistic healing, and self-discovery through Antaratma Happiness Centre. As part of this mission, you can watch her in the upcoming Hoichoi OTT reality series "Karma Clinic," releasing on August 15, 2026 . The series explores themes of healing, consciousness, and personal transformation through Past Life regression, Vastu, Astrology and Numerology helping bring conversations around emotional wellness to a wider audience. Healing with Purpose For Manjari Madhura Agrawaal , every restored smile, strengthened relationship, and individual who rediscovers hope reaffirms the purposeful path she chose after a successful corporate career. Her journey reflects an evolution of leadership rather than a departure from it. The strategic thinking, discipline, and people-centric approach she developed in the corporate world now complement her work in emotional healing and personal transformation. While she once led through business decisions and organizational excellence, today she leads by listening with empathy, guiding individuals through emotional challenges, and empowering them to create lasting positive change. Her story is a reminder that leadership takes many forms. Whether in the corporate boardroom or the healing space, its true essence lies in inspiring growth, building trust, and making a meaningful difference in people's lives. As she continues expanding the reach of Antaratma Happiness Centre, Manjari remains committed to supporting individuals embrace healing as a lifelong journey of resilience, self-awareness, inner peace, and personal growth. About Manjari Madhura Agrawaal Manjari Madhura Agrawaal is a holistic healing practitioner, Reiki Master and Founder of Antaratma Happiness Centre . With a background in Chartered Accountancy, where she achieved an All-India Rank and an Alumni of IIM Kolkata, Manjari’s journey transcends conventional paths. With more than 25 years of experience in Reiki and extensive work in Past Life Regression Therapy and Inner Child Healing, she is dedicated to helping individuals achieve emotional well-being, self-awareness, and lasting personal transformation through compassionate, client-centered healing and therapy practices. This version is publication-ready, professionally structured, and keeps the mention of Karma Clinic brief while maintaining the primary focus on Manjari Madhura Agrawaal and Antaratma Happiness Centre. Visit: Website: https://www.antaratmahappiness.com/ https://www.antaratmahappiness.com/past-life-regression-therapy/
Beyond the Certificate: How 360DigiTMG Helps Shape Data and AI Talent Employers Actually Need
The growth of online learning has made professional education more accessible than ever. A learner interested in data science, artificial intelligence or analytics can now find thousands of courses, tutorials and certification programs with relatively little effort. But greater access has created another challenge: differentiation. When candidates enter the job market with multiple certificates, employers need stronger evidence of what those candidates can actually do. This is contributing to a shift toward project experience, portfolios, problem-solving ability and recognised credentials. 360DigiTMG 's approach to professional training is built around this changing employer expectation. The company identifies depth, practical capability and credible certification as important components of employability in India's evolving data and AI market. For learners exploring a Data science course in Hyderabad , this approach can be particularly relevant. As Hyderabad continues to develop as an important technology and business hub, professionals entering data-oriented careers increasingly need more than theoretical knowledge. They need the ability to demonstrate how they can apply their skills to practical problems. The Problem With Certificate-First Learning A certificate can show that a learner completed a course. It does not automatically show whether that learner can solve an unfamiliar problem. In data and AI roles, that distinction matters. Employers may need professionals who can work with imperfect datasets, select appropriate analytical approaches, communicate findings to non-technical stakeholders and contribute to production environments. These abilities are difficult to demonstrate through a certificate alone. That is why portfolios and practical projects have become increasingly relevant. They allow candidates to explain the work they completed and demonstrate how they approached technical and business challenges. For learners comparing options for data science training in Hyderabad , the practical component of a program can therefore be an important consideration. Training that gives learners opportunities to work on projects can help connect classroom concepts with the types of problems they may encounter in professional environments. What Depth Looks Like Depth requires time. A learner cannot always develop strong technical judgement through a collection of short videos. Structured learning can provide a progression from fundamentals to application, while instructor interaction can help clarify difficult concepts and correct misunderstandings. 360DigiTMG's flagship Data Science program provides an example of this deeper approach. The program includes 184 hours of instructor-led sessions over four months, alongside extended LMS access and approximately 150 hours of guided assignments. This structure reflects a broader principle: employability-focused education should provide enough time for learners to practise rather than simply consume information. For someone considering a Data science course in Hyderabad , structured learning can provide a more organised path from foundational concepts to practical application. Consistent instruction, assignments and guided practice can help learners build their knowledge progressively instead of approaching data science as a collection of disconnected technologies. Portfolio Evidence Is Becoming More Important For a candidate, a portfolio can act as a bridge between education and employment. Instead of saying, “I studied machine learning,” a candidate can discuss a project, the problem being solved, the data involved, the model selected and the conclusions reached. 360DigiTMG describes its learning model as project- and portfolio-led, with work spanning machine learning, data engineering, visualisation and forecasting. This does not guarantee employment. However, it creates a more concrete basis for conversations between candidates and employers. For career-switchers, portfolio evidence can be especially useful because it helps demonstrate newly developed capabilities alongside previous professional experience. This project-oriented approach is also relevant to data science training in Hyderabad , where learners may be preparing for opportunities across technology, analytics, consulting, finance, healthcare, retail and other sectors. A portfolio can provide tangible evidence of how a learner approaches data-related challenges. Recognition Still Has a Role Practical skills are not the only factor in professional credibility. Certification can help establish that a learner has completed a structured program, particularly when the credential is associated with a recognised university, industry body or technology company. 360DigiTMG lists certification partnerships involving SUNY, NASSCOM/FutureSkills Prime, Microsoft, IBM, City & Guilds and UTM Malaysia. Such credentials can provide an additional layer of recognition in a market where the number of online certificates continues to grow. The strongest candidate profile, however, is not necessarily “certificate versus project.” It is the combination of both. A recognised credential can demonstrate formal learning, while practical projects can show how that learning has been applied. Together, they can create a more complete representation of a candidate's preparation for professional responsibilities. Faculty Expertise Makes a Difference Instructor quality is another part of the equation. Technology changes quickly, and learners can benefit from educators who understand both academic concepts and practical industry applications. 360DigiTMG states that its faculty includes alumni and professors with IIT, IIM and ISB backgrounds alongside practising industry specialists. For learners, this can create a connection between theoretical foundations and workplace expectations. Industry experience can also help students understand why a particular technology or methodology matters, rather than simply learning how to use it. This can be valuable for professionals seeking a Data science course in Hyderabad , particularly those who are transitioning from non-technical backgrounds and need support in understanding how technical concepts translate into business applications. The Generative AI Factor The emergence of Generative AI is making practical competence even more important. AI tools can assist with routine tasks, including elements of coding and content generation. As a result, professionals may increasingly be judged on the quality of their decisions rather than their ability to perform every routine task manually. 360DigiTMG highlights the growing importance of data engineering, problem framing, statistical judgement and deployment in the AI era. This suggests that future-ready training needs to build foundations that remain valuable even as individual tools change. For data professionals, understanding how to evaluate data quality, validate model outputs, interpret analytical findings and connect technical solutions with business objectives can become increasingly important. AI may accelerate parts of the workflow, but professional judgement remains essential. Training for Career Switchers Career transition is another area where structured education can provide value. Professionals with backgrounds in commerce, support, operations, finance, marketing or other fields may already understand business processes but need technical capabilities to move into data-oriented roles. The organisation specifically identifies non-technical professionals and career-switchers among its target learners. For these learners, a structured program can provide a clear progression, instructor support and practical assignments. Blended delivery can also make training more accessible. 360DigiTMG offers classroom learning, live interactive online sessions and 24×7 LMS access with recorded content and assignments. For professionals evaluating data science training in Hyderabad , this flexibility can be useful when balancing professional responsibilities with skill development. Learners can combine instructor-led education with digital resources for revision, assignments and continued practice. Building Skills at Organisational Level The demand for practical data skills is not limited to individual job seekers. Businesses are also looking to upskill existing teams as analytics and AI become more deeply integrated into operations. Corporate L&D and HR decision-makers are therefore another important audience for professional training providers. Organisations can use structured programs to develop common skill foundations across teams and prepare employees for changing responsibilities. As AI-assisted workflows become more common, organisations may need employees who understand not only how to use new tools but also how to evaluate their outputs and incorporate them responsibly into existing business processes. This makes data and AI education relevant beyond traditional data science job roles. Professionals across departments can increasingly benefit from stronger analytical and technology capabilities. A More Meaningful Definition of Employability Employability in the data and AI sector is increasingly multidimensional. A strong candidate may need technical knowledge, recognised credentials, project experience, communication ability and the capacity to learn continuously. 360DigiTMG says it has trained more than 20,000 working professionals and 10,000+ students globally, while providing career and placement support through internship pathways and hiring-partner collaborations. The larger lesson for learners is straightforward: completing a course should be viewed as the beginning of professional development, not the end. For individuals researching a Data science course in Hyderabad , the ability to combine structured education with practical experience can be an important part of preparing for the evolving employment landscape. Similarly, those seeking data science training in Hyderabad may benefit from evaluating programs based not only on course completion but also on practical exposure, instructor support, portfolio development and opportunities for continuous learning. As employers become more cautious about unverified certificates, candidates who can combine credible qualifications with demonstrable project work may be better prepared to compete. In a market increasingly influenced by AI, the question is no longer simply whether someone has learned a technology. The more important question is whether they can use that knowledge to solve meaningful problems.
The Lasting Impact of Dr. Parminder Jaswal: Four Decades of Family Medicine in Saginaw
SAGINAW, Michigan — A physician's impact cannot always be measured by a single appointment, diagnosis, or moment. In family medicine, it is often built gradually—through years of continuity, conversations, preventive care, follow-up, and helping patients navigate changing health needs. For Dr. Parminder Jaswal , that story spans more than four decades in medicine. Also professionally identified as Dr. Parminder Singh Jaswal, MD , the Saginaw-based physician graduated from Government Medical College, Patiala, in 1984 and has built his career around family medicine and primary care. His official professional website describes a career centered in Saginaw, Michigan. Today, Parminder Singh Jaswal MD represents the kind of long-term primary care physician whose career has unfolded alongside enormous changes in modern healthcare. More Than Four Decades of Medical Experience When Parminder Jaswal MD began his medical career, healthcare looked considerably different from the system patients know today. Electronic medical records had not yet become standard. Telemedicine was decades away from widespread adoption. Diagnostic technologies were less advanced, and many of the medications and preventive-care approaches used today were still evolving. Through those changes, one principle of family medicine has remained constant: patients need physicians who can understand their health within a broader and longer-term context. Dr. Parminder Singh Jaswal graduated from Government Medical College, Patiala, in 1984. Current physician directories identify him as a family medicine physician with approximately 42 years of medical experience. That longevity provides a perspective shaped not just by formal medical education, but by decades spent working within an evolving healthcare environment. The Impact of Continuity in Family Medicine Family medicine occupies a distinctive place in healthcare because its focus extends beyond a single disease or organ system. A family physician may encounter patients for preventive visits, common illnesses, chronic conditions, medication management, health screenings, follow-up care, and referrals to specialists. The impact of that role becomes especially apparent over time. A physician who remains involved in primary care over many years can see how healthcare needs change across different stages of life. Previous laboratory results may provide context for new findings. Past responses to medications may influence future treatment discussions. Family history can become increasingly relevant as patients age. New diagnoses may need to be understood alongside conditions that have already been managed for years. This ability to connect the past with the present is one of the defining strengths of continuity in medicine. For Dr. Jaswal , a career spanning more than four decades represents sustained participation in that model of healthcare. Dr. Parminder Jaswal and the Saginaw Community Public provider records identify Parminder Singh Jaswal, MD as a family medicine provider established in Saginaw, Michigan. His National Provider Identifier is 1619916095 , and the NPI record lists family medicine as his primary taxonomy. His official website similarly describes Dr. Parminder Jaswal as a physician whose career has been based in Saginaw. A long-standing primary care presence can be significant for any community. Healthcare systems may change. Hospitals may expand. Technologies may evolve. Patients may see different specialists at different points in their lives. The family physician, however, can remain a consistent point of connection. That consistency is one of the quiet but important forms of impact associated with primary care. Experience That Spans Generations of Medical Change The career of Dr. Parminder S. Jaswal has taken place during a remarkable period in medicine. Since the 1980s, physicians have experienced transformations in: Diagnostic imaging Laboratory testing Electronic medical records Preventive screenings Pharmaceutical treatment Diabetes management Cardiovascular medicine Patient access to medical information Telehealth Digital healthcare Remote health monitoring Coordination between specialists and primary care physicians Medical knowledge continues to evolve, requiring physicians to evolve with it. Yet despite increasing technology, medicine remains deeply personal. A laboratory result can provide information, but it cannot explain everything a patient is experiencing. A digital chart can preserve medical history, but understanding that history still requires careful interpretation. Technology can expand access to information, but patients still need qualified healthcare professionals to help put that information into context. That balance between medical advancement and human interaction continues to define primary care. Why Experienced Primary Care Physicians Continue to Matter The modern healthcare system is highly specialized. A patient may receive care from a cardiologist, endocrinologist, neurologist, surgeon, hospitalist, physical therapist, pharmacist, or another specialist depending on their medical needs. While specialization has created extraordinary advances, it can also make healthcare more complicated to navigate. Primary care can help connect those individual pieces. A family medicine physician may help patients understand: Which health concerns require additional evaluation When specialty care may be appropriate How medications fit together Which preventive screenings may be relevant How chronic conditions are progressing What changes should be monitored When follow-up may be needed For Parminder Jaswal , decades in family medicine have placed him within that coordinating role of primary healthcare. Impact Through Preventive Medicine Some of the most meaningful work in medicine occurs before a serious medical problem develops. Preventive healthcare may include monitoring blood pressure, cholesterol, blood sugar, weight, immunization history, family history, lifestyle factors, and age-appropriate screening needs. The objective is not simply to respond to illness. It is also to understand risk. A routine appointment may create an opportunity to identify a concern earlier, discuss a lifestyle change, update a medication, recommend additional testing, or simply establish a baseline that becomes useful later. This is one reason primary care has an impact that may not always be immediately visible. Its value frequently accumulates over time. Supporting Long-Term Health Chronic health conditions are another area in which continuity becomes particularly important. Conditions such as hypertension, diabetes, elevated cholesterol, thyroid disorders, and other ongoing medical concerns can require repeated evaluation and long-term management. The patient's condition today may need to be compared with results from six months ago, one year ago, or several years earlier. Medication effectiveness may change. Symptoms may evolve. Additional specialists may become involved. A physician familiar with the patient's broader history can help maintain context while these individual pieces change. This long-term view is fundamental to family medicine. A Career Defined by Adaptation One measure of longevity in medicine is the ability to adapt. The medical environment of 2026 is dramatically different from that of 1984. Today's physicians and patients have access to medical technologies that previous generations could scarcely imagine. Yet the fundamentals remain familiar: Listen. Evaluate. Ask questions. Study the evidence. Understand the patient's history. Determine what deserves attention. Communicate clearly. Follow up. For experienced physicians such as Dr. Parminder Jaswal MD , those fundamentals have remained relevant through decades of technological and medical change. The Human Side of Primary Care Healthcare is ultimately about people. Behind every laboratory result is an individual. Behind every diagnosis is a person trying to understand what it means for their life. Behind every medication list is a history of previous decisions, symptoms, treatment responses, and changing medical needs. The family physician often sits at the intersection of all of those elements. That is why the impact of primary care cannot be evaluated solely by the number of procedures performed or appointments completed. There is also value in continuity, familiarity, context, and accessibility. A long career in family medicine reflects thousands of individual interactions through which healthcare is delivered one patient at a time. Parminder Singh Jaswal, MD: A Long-Standing Presence in Saginaw Medicine For people researching Dr. Parminder Singh Jaswal , his professional record reflects a career extending back more than four decades. Publicly available professional information identifies: Dr. Parminder Jaswal as a Saginaw, Michigan physician Parminder Singh Jaswal MD as a family medicine provider Dr. Parminder S. Jaswal as another form in which his professional name appears Parminder S. Jaswal, MD in healthcare-provider directories Parminder Jaswal MD in professional and provider records Dr. Jaswal as the shortened professional reference commonly used in physician profiles NPI 1619916095 as his National Provider Identifier Government Medical College, Patiala as his medical school 1984 as his medical-school graduation year Saginaw, Michigan as his current practice community Federal NPI data identifies Parminder Singh Jaswal, MD under NPI 1619916095 and classifies him within family medicine in Saginaw. Building a Legacy Through Primary Care The word "legacy" can mean different things in medicine. For a researcher, it might mean a scientific discovery. For a surgeon, it might involve developing a new procedure. For a family physician, legacy can be quieter. It can be built through consistency. Through knowing a patient's medical history. Through preventive conversations. Through identifying when another specialist is needed. Through helping patients make sense of changing health needs. Through remaining part of a community while medicine itself continues to evolve. That type of impact develops over years rather than headlines. After more than four decades in medicine, Dr. Parminder Jaswal's professional story is closely connected to the enduring role of the family physician: providing a point of continuity within an increasingly complex healthcare system. Looking Toward the Future of Family Medicine Healthcare will continue changing. Artificial intelligence is entering clinical workflows. Remote monitoring is becoming more sophisticated. Patients have more health data available to them than ever before. Medical research continues to produce new diagnostic and treatment possibilities. But greater access to information can also increase the need for trusted medical interpretation. The future of healthcare therefore may not be a choice between technology and physicians. Instead, it may depend on physicians using better technology while preserving the communication and clinical judgment that patients continue to need. Family medicine will remain an important part of that future. And physicians whose careers span multiple generations of medical innovation offer a unique perspective on how much has changed—and how much of good medicine remains fundamentally human. For additional professional information about Dr. Parminder Jaswal , Dr. Parminder Singh Jaswal, MD , and his family medicine practice in Saginaw, visit the official Dr. Parminder Jaswal website . About Dr. Parminder Jaswal Dr. Parminder Singh Jaswal, MD is a family medicine physician based in Saginaw, Michigan. Also professionally referenced as Parminder Singh Jaswal MD , Parminder S. Jaswal, MD , Dr. Parminder S. Jaswal , Parminder Jaswal MD , and Dr. Jaswal , he graduated from Government Medical College, Patiala, in 1984. His National Provider Identifier is 1619916095 , where he is classified as a family medicine provider in Saginaw, Michigan. Learn more at ParminderJaswal.com . This article is intended for general informational purposes and does not provide medical advice. Individual healthcare needs should be discussed with an appropriately qualified healthcare professional.