Hello! I'm Vivek. I design, build, and evaluate machine learning products. I write on ML, LLMs, and engineering.

I'm the co-founder of Cartograph, where we're developing LLM agents that automatically generate documentation and help software engineers understand complex codebases.

Previously, I led the AI team at Handshakes, where we built systems that extract insights from unstructured data to power search and monitoring. I worked on recommendation systems, information extraction, knowledge graphs, search and LLMs.

I'm passionate about bridging the gap between cutting-edge ML research and real-world applications that people actually use. If you're working practical AI applications, I'd love to hear about your challenges.