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  Investors tracking the Studds Accessories IPO performance as demand surges across retail and institutional categories.( Representing AI image) Should You Apply for the Studds Accessories Ltd IPO on Day 3? Deep-Dive Analysis  - Dr.Sanjaykumar pawar Table of Contents Introduction: Why this IPO is drawing attention Company Overview & Business Model Financial Performance & Valuation Metrics IPO Details: Size, Price Band, Offer for Sale Grey Market Premium (GMP) & Subscription Status – Day 3 Strengths, Risks & Opportunities My Verdict: Should you apply — and how? FAQs Disclaimer Sources 1. Introduction: Why this IPO is drawing attention The Initial Public Offering (IPO) of Studds Accessories Ltd (Studds) has become one of the most talked-about public issues in recent weeks. As India’s largest two-wheeler helmet manufacturer by revenue and one of the biggest globally by volume , Studds stands at the intersection of rising road safety awareness, p...

  Mercor founders Adarsh Hiremath, Brendan Foody and Surya Midha — the 22-year-old AI entrepreneurs behind the $10 billion recruiting startup redefining global hiring.(Representing AI image) These 22-Year-Olds Are Now the World’s Youngest Self-Made Billionaires A deep dive into how a trio of 22-year-old AI founders — Mercor’s Adarsh Hiremath, Brendan Foody and Surya Midha — redefined youth-tech success, reshaped hiring in the AI era and what this means for work, capital and society.  - Dr.Sanjaykumar pawar Table of Contents Introduction The Founders and Their Journey Who they are The founding of Mercor What Mercor Does: Business Model & Breakthrough From recruiting platform to AI-lab talent engine Key metrics & funding trajectory Industry Context: AI, Data Labelling and the Global Talent Market Why data-labelling & human-in-the-loop still matter The global talent supply/demand shift Market size & growth signals Why Their Rise Matters: Insi...

Visualising the Story: Mercor & the AI Talent Revolution Visualising the Story The visuals below help clarify Mercor’s journey and the broader AI-talent revolution. 1. Human-in-the-Loop: AI Needs People Human AI Model Feedback AI models rely on human feedback, annotation, and reinforcement to improve performance. Humans guide AI learning through real-world data and correction. 2. Global Talent Marketplace India U.S. AI Labs Mercor connects skilled professionals from India and the Global South with AI labs worldwide. Cross-border hiring enables a more inclusive and global AI economy. 3. AI-Era Startup Valuation Explosion 2023 2024 2025 Future ...

  The ITAT Delhi ruled in favour of a taxpayer who deposited ₹8.68 lakh in his bank, holding that the Assessing Officer exceeded limited scrutiny powers under Section 44AD.(Representing AI image) Cash Deposit Sparks Tax Notice, But Taxpayer Wins at ITAT — A Deep Dive into the ₹8.68 Lakh Case, Understanding “Limited Scrutiny” and Presumptive Taxation under Section 44AD When an ₹8.68 lakh cash deposit triggered a tax notice and a presumptive business income addition under Section 44AD of the Income‑tax Act, 1961, the taxpayer challenged the expansion of “limited scrutiny” and won at the Income‑tax Appellate Tribunal (ITAT) Delhi. This blog analyses why the case matters, how the rules on limited scrutiny and presumptive taxation work, and what it means for taxpayers.  - Dr.Sanjaykumar pawar Table of Contents Introduction Background of the Case: The ₹8.68 Lakh Deposit and Tax Notice What is “Limited Scrutiny” vs “Complete Scrutiny” in Income‐tax Assessments? Understanding...