~/about
About
Why This Site Exists
I've been experimenting with AI for years. This site is where I put the projects, share what I figure out, and document the stuff that doesn't work. If you want to know how I think through problems, it's all here.
What I Do
I work in cybersecurity, building tools that help analysts make sense of messy data. The projects here are different but the approach is the same: figure out the problem, build something, iterate until it works.
Technical Skills
Languages & Frameworks
- Python (pandas, FastAPI, pytest)
- TypeScript / JavaScript
- React, Next.js
- SQL, PostgreSQL
AI / ML
- Local LLMs (llama.cpp, Hermes, Qwen)
- Multi-agent systems
- Prompt engineering
- RAG pipelines, embeddings
Infrastructure
- Supabase, pgvector
- Vercel, Modal
- Docker, WSL
- Git, GitHub Actions
Domain Expertise
- Security log analysis
- SIEM tools, threat detection
- Data visualization (Jupyter, Streamlit)
- Test-driven development
See these skills in action: AI Data Analyst (security log profiling), Agent-Driven Discovery (multi-agent systems), Ralph Loops (test-driven AI development).
Get in Touch
$cat ./contact.txt