_ _ _____ _ ___ __ __ ___ ____ __ __ _ _ _____ _ _ _____ ____
| | | | ____| | |_ _| \/ |_ _| _ \ | \/ | | | | ____| | | | | ____| _ \
| | | | _| | | | || |\/| || || |_) | | |\/| | | | | _| | | | | | _| | |_) |
| |_| | |___| |___ | || | | || || _ < | | | | |_| | |___| |___| |___| |___| _ <
\___/|_____|_____|___|_| |_|___|_| \_\ |_| |_|\___/|_____|_____|_____|_____|_| \_\
I translate business requirements into polished UX/UI concepts and ship them with a modern stack. From requirements engineering to branding to deployment -- everything end-to-end.
vlm-code-context-mcp - MCP server that indexes codebases into a SQLite database, exposing file metadata, exports, dependency graphs, and per-file change tracking.
I made my AI coding agent argue with a local Gemma 3 model about whether my tool actually works. Then I used the debate to build a statistically rigorous benchmark. Here's what happened. roughly 44% token sabings (and the best part is, claude gets a development history and learns from past mistakes due to the retrospective process after each sprint)
- LLMs and document intelligence
- Secure auth patterns and scalable backend design
- Developer-first tools with clean UI/UX
- Rust + Bevy for game development
- WebAssembly for performance-critical web features
Good frontend doesn't start with code -- it starts with understanding the business. I analyze requirements, translate them into UX/UI concepts that fit the brand, and plan the project from idea to deployment.




