AI/LLM & systems software engineer — agentic systems, RAG, full-stack. San Francisco Bay Area.

I build LLM-powered products end to end — FastAPI + LangChain backends, React frontends — and contribute fixes upstream to open-source multi-agent orchestration systems.

Fixes merged across the gastownhall ecosystem — an open-source multi-agent orchestration platform — each reviewed and approved by independent maintainers. 46 merged PRs across 2 repos:

gastownhall/gascity

• #4925 — fix(import): local-in-git pack imports lock to HEAD, not latest tag
• #4898 — fix(gc): stop bd's dolt-unreachable message from suggesting a conflicting bd dolt start
• #5302 — fix(dashboard): add Claude 5-gen models to TRUE_CONTEXT_WINDOWS
• #4899 — fix(gc): document and JSON-report gc stop's supervisor unregister behavior
• #4900 — fix(gc): correct gc formula cook --attach help text (blocks, not parent-child)
• …and 40 more — see all 45

gastownhall/gastown

• #4173 — fix(memories): tolerate non-string values in bd kv list

Themes: concurrency races, operational guardrails, and failure-mode UX in long-running agent systems.

Maintainer on #3469: "a careful, surgical fix — I especially appreciate that you keyed the dedup signature on the set of active conditions."

I also file actionable bug reports that maintainers act on — e.g. #2814 (bundled Dolt 2.0.8 corruption → version pin) and #2846 (compactor quarantine race starving GC) — both closed with a by-name thanks from a core committer.

Languages
Python · Go · C/C++ · Rust · Bash · TypeScript / JavaScript

Agentic AI & orchestration
Gas City · Gas Town · multi-agent orchestration · agent lifecycle management · tool use · human-in-the-loop workflows

LLM / GenAI
RAG · LangChain · Hugging Face · FAISS · Chroma · Ollama · OpenAI · Claude · Gemini · DeepSeek · QLoRA · fine-tuning · prompt engineering · multimodal pipelines

Backend & distributed systems
FastAPI · REST · gRPC · GraphQL · WebSockets · multithreading · Linux system programming · subprocess/lifecycle management · concurrency control · failure recovery

Data & storage
PostgreSQL · MySQL · Redis · SQLite · MongoDB · Dolt · S3 · Supabase

Frontend
React · Next.js · Tailwind CSS

Cloud & DevOps
AWS · Docker · GitHub Actions · Jenkins · Nginx · HAProxy

Linux debugging & reliability
gdb · perf · Valgrind · system calls · concurrency debugging · failure analysis · observability · operational guardrails

Networking / embedded / RF
TCP/IP · MQTT · GNU Radio · UHD · LabVIEW · KiCad · Altium Designer · Vivado · Verilog / VHDL

Version control
Git · GitHub · GitLab · SVN

See the repositories below for selected AI, agentic-systems, systems-software, and engineering projects.