At SpeakEasy Coding LLC, I build and operate SpeakEasyCoding, a live creator platform with 13 products for streamers across five platforms. I direct Claude Code through spec-to-code workflows, review and test every change, and own release decisions; the platform is in active testing with 10 streamers.
I architected AMI, a multi-tenant AI co-host that reads and replies in chat, with Groq-to-Gemini failover, daily cost caps, and safeguards for provider outages and rate limits. I also built a pipeline of more than 15 scoring agents that analyzes stream recordings in under 90 seconds.
On CLIP'D, I built a web and Windows desktop video editor with a native Rust media engine and GPU export. Before SpeakEasy Coding, I managed day-to-day operations for 12 Manhattan apartment buildings at Successful Management Corp., with independent operational ownership.

