15 years across embedded Linux edge systems and AWS cloud infrastructure. End-to-end platform ownership spanning C/C++ devices deployed in 120+ countries to a multi-account AWS environment serving millions of requests per day.
Edge-first speech intelligence that runs 100% offline on local hardware, with a production-grade cloud twin for enterprise deployment.
Zero-latency teleprompter on a single Mac. Apple Silicon NPU transcription, vector-semantic RAG for instant knowledge retrieval, and a multi-role web UI where staff inject tactical cues into the speaker's display in under 0.5s.
Enterprise rewrite with a cross-platform C++ core, Go gateway, and Rust frontend — backed by a multi-account AWS landing zone built from zero.