G Roshan Lal

Hi, I'm Roshan! Welcome to my corner of the internet. I'm a curious mind who loves exploring ideas across AI, mathematics, finance, science, and technology. I currently work at Alexa, Amazon as an Applied Scientist.

My current research focuses on building AI agents that can reliably navigate complex, long-horizon tasks requiring multi-step planning and reasoning. I’m also interested in model explainability and have developed tools to interpret and explain the decisions of black-box AI systems. Previously, I worked on recommender systems at LinkedIn.

This site is where I share my thoughts, questions, and learnings, as I work through problems that fascinate me. I believe the best way to learn is to write about it. My blog posts are my attempt at making sense of the world, one question at a time.

Feel free to explore my Blog, check out my work on Google Scholar, or connect with me on LinkedIn.