Sr Architect AI/ML & Developer Engineer
Building enterprise-scale AI/ML solutions and architecting intelligent systems. From 6502 assembly to modern neural networksโfour decades of innovation.
My most active public repositories on GitHub, automatically updated to showcase the latest work.
Swift
Native macOS utility to inspect, audit, and revoke app privacy permissions (TCC) โ Camera, Microphone, Full Disk Access, and more
View Project โStay updated with my professional journey, insights on AI/ML, and industry perspectives.
Sr Architect AI/ML & Developer Engineer
Building Enterprise AI Solutions
๐ Edge AI is finally hitting its stride. Running ML models on IoT devices means lower latency, better privacy, and reduced cloud costs. My smart home setup runs local inference for most tasks - it's faster and works offline. The future is distributed intelligence.
โก Pro tip for AI developers: Your model's context window is precious real estate. Optimize prompts ruthlessly, use RAG strategically, and always measure token usage. I've seen 40% cost reductions just from smarter context management. Efficiency isn't just about performance - it's about sustainability.
โก Pro tip for AI developers: Your model's context window is precious real estate. Optimize prompts ruthlessly, use RAG strategically, and always measure token usage. I've seen 40% cost reductions just from smarter context management. Efficiency isn't just about performance - it's about sustainability.