Blog

Thoughts on AI, product management, entrepreneurship, and the journey of building something new.

2026-04-084 min read
Of the People: A Founder's Brutal Mental Model for Building Startups in India
A chance conversation at a Bangalore mixer cracked open a mental model I hadn't fully articulated before. Why most successful Indian startups are built on cheap labor, not product, and what that means if you're building an AI company.
2026-03-089 min read
Learnings from Building an AI Tutor for India's Toughest Exam
We set out to build an affordable AI tutor for UPSC test prep. After 9 months, thousands of users, and a 99% drop-off, here's what we learned about trust, motivation, and the real role of AI in education.
2024-12-152 min read
Why I Left Microsoft Research to Start an AI Company
After 8 years of pushing the boundaries of AI research, I decided it was time to bring these innovations directly to the world. Here's my journey and what I've learned along the way.
2024-11-282 min read
The Future of Product Management in AI-First Companies
How the role of product managers is evolving as AI becomes central to product development. Key skills and mindset shifts needed to thrive.
2024-11-102 min read
Building RAG Systems That Actually Work
Lessons from implementing retrieval-augmented generation at scale. Common pitfalls and practical solutions for production deployments.
2024-10-222 min read
From Research to Product: Bridging the Gap
How to translate cutting-edge research into products people love. A framework for prioritizing research investments.