About
A concise view of the work, questions, and practices behind this site.
I build and study software at the boundary of AI research and practical infrastructure. This site collects working notes rather than a polished biography.
My interests include dependable AI systems, evaluation, representation learning, and the tools that make technical work easier to reproduce.
Research interests
Understanding systems that change
How can we learn useful structure from evolving data? How should experiments be evaluated when the environment is not static? These questions guide my research notes.
Engineering
Small, observable pieces
I prefer explicit boundaries, boring deployment paths, and measurements that explain what happened. Infrastructure is part of the research practice, not an afterthought.
Open source
Share the useful parts
When a tool can help someone else, I try to document the decisions around it and keep the interface understandable.
Current focus
AI infrastructure and research tooling
Selected personal details and public contact information will be added here when they are ready to be shared.