Sociology student at UT Dallas building local-first AI tools, automation systems, and small product experiments.
- Local AI workflows, retrieval systems, and automation tooling
- Security-conscious developer tools with clear operating boundaries
- Product-shaped prototypes that are easy to run, inspect, and improve
- JR-AutoRAG, a local-first retrieval and OCR stack with configurable deployment profiles.
- Apple-MCPs, local MCP servers for Apple apps and macOS automation.
- prompt-info, a source-available prompt and model information project.
- Git-sonar, a repository analysis tool for understanding codebases faster.
- AI Drag Racing, an AI model latency comparison experiment wrapped as a game.
I usually work with TypeScript, Python, Rust, Swift, Astro, React, Bun, and local-first automation tools.
I am focused on school and a small number of active builds. I am open to selective collaboration when the project is concrete and technically interesting.


