I'm an ML engineer with 8+ years of experience building NLP pipelines, search systems, and data analysis tools at companies. I specialize in the full ML lifecycle — from data collection and model development to evaluation and deployment — with a focus on language models, document understanding, and search.

This is my digital notebook, where I track whatever sparks my curiosity. Lately, I've been exploring agentic frameworks, focusing on the nuts and bolts of making them reliable, observable, and cost-effective.

Feel free to explore some of my coding endeavors on GitHub or follow me on Twitter/X.