I build practical AI workflows around local LLMs, coding agents, accessibility, performance, and reliability.
Before working independently, I spent more than 10 years at Microsoft as an Escalation Engineer, troubleshooting complex enterprise issues around Exchange Server. That background still shapes how I approach AI: diagnose the real problem, test the workflow, understand the failure modes, and avoid tools that only look impressive in demos.
Today I work with local and open-weight models, coding agents, speech-to-text, prompt/context engineering, evals, provenance, and automation systems. My focus is on tools that help people do real work while respecting privacy, accessibility, and reliability.
Accessibility is personal for me. Years of health challenges changed how I work, and AI tools now let me operate with focus and precision in ways that were not physically possible before. That gives me a direct stake in building workflows that reduce friction instead of creating more of it.
My faith in Christ is the foundation underneath the work. The goal is simple: build useful things, tell the truth about what works, and help make technology more reliable and accessible.
