I'm a machine learning engineer at GitHub, and the AI lead for GitHub Advanced Security, which is a ton of fun: I get to ideate, prototype, and productionize AI-powered features that help secure the world’s code, while working with some of the smartest and coolest people I've ever met. Before this I developed computer vision and deep learning algorithms to analyze medical images. I love to cook, hike, and geek out about machine learning!
Posts
Fixing security vulnerabilities with AI
February 14, 2024A peek under the hood of GitHub Advanced Security autofix (GitHub engineering blog post)
What’s next for LLMs?
December 5, 2023A look ahead at LLM trends in 2024
Should I solve it with AI?
November 13, 2023Six questions to decide when AI is the right approach
Leveraging machine learning to find security vulnerabilities
February 17, 2022GitHub engineering blog post about the ML framework we built to detect security vulnerabilities
How we built the good first issues feature
January 22, 2020GitHub engineering blog post about detecting good first issues with machine learning
Good First Issues
May 9, 2019Iterating on machine learning products
Code Encodings
April 15, 2019Bridging the gap between natural language and code