Blog

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.

How the role of product managers is evolving as AI becomes central to product development. Key skills and mindset shifts needed to thrive.

Lessons from implementing retrieval-augmented generation at scale. Common pitfalls and practical solutions for production deployments.

How to translate cutting-edge research into products people love. A framework for prioritizing research investments.