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India Needs An AI-Focused Education Overhaul

Starting in the 2026-27 academic year, AI will be integrated into India’s school curriculum from Class 3, emphasizing hands-on learning and real-world applications. This shift aims to address the inadequacies of the current education system, which has focused on rote memorization. A comprehensive approach is essential for developing an AI-ready workforce and fostering innovation. Continue reading
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How I Used AI As A Test Prep Tool

Google’s Gemini has been transformed into a free SAT prep tool, signaling potential expansion into Indian exams like IIT JEE and NEET. As AI reshapes education, traditional prep models may decline, requiring students to adapt to new technology. However, access to digital resources remains a challenge in India’s schools. Continue reading
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My Journey To Becoming A Marathoner

In 2017, I began running without aspirations of becoming a marathoner, initially motivated by a team commitment. Over time, running transformed into a discipline embodying resilience and leadership, evidenced by significant training milestones and marathon participation. The journey emphasizes that true achievement arises from consistent, small efforts rather than a single triumph. Continue reading
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Mapping AI’s Path In 2025

The evolution of AI in 2025 showcased Google’s resurgence, alongside China’s growing ambitions and OpenAI’s struggles. Prompts gained importance, with custom language models emerging as practical solutions. Tech CEOs eyed space for sustainable data centers, while AI demand raised chip shortages and ethical concerns. The author invites topic suggestions for 2026. Continue reading
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What A Tiny Football Club Can Teach Us About Leadership & Startups

In October, Mjällby AIF, a small football team, unexpectedly won Sweden’s top league title despite prior bankruptcy risk. Their success highlights crucial startup lessons, such as the importance of capital efficiency, scouting undervalued talent, founder-like leadership, and being prepared to seize opportunities. Leadership focuses on strategy and performance rather than resources. Continue reading
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Will IndiGo Turbulence Be A Wake-Up Call?

IndiGo’s recent mass flight cancellations highlight systemic failures in aviation management and operations. Despite ample preparation time, the airline struggled with regulatory changes, operational efficiency, and lack of customer-centric design. Effective governance and simulation-driven decision-making are crucial for resilience and trust-building in safety-critical systems, emphasizing empathy and predictability over mere efficiency. Continue reading
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How AI Can Tip The Scales For Developing Economies

Gen AI has the potential to enhance productivity and progress in emerging economies, addressing challenges like inadequate infrastructure and digital access. Use cases include healthcare access, personalized education, and real-time crop monitoring. However, overcoming barriers such as investment limitations and the need for localization is critical for successful AI adoption in these markets. Continue reading
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Hype Or Reality: Is AI Taking Over Automation?

AI is transforming industries by automating repetitive tasks, notably in banking and tech. While companies like Bajaj Finance and Kotak Mahindra Bank leverage AI for efficiency, human oversight remains essential due to accuracy concerns and potential biases. A balanced approach combining AI with human judgment is necessary to optimize outcomes and prevent complacency. Continue reading
About Me

Over 24 years of experience developing software to support multi-million dollar revenue scale and leading global engineering teams. Hands-on leadership in building and mentoring software engineering teams. I love History as a subject and also run regularly long distances to keep myself functional.

