Built and launched a subscription-based live streaming platform for professional athletes. Launched in UFC with 1,000s of paying subscribers and 100s of concurrent live stream viewers. Achieved 5-second glass-to-glass live video latency served via CDN.
Launched patient engagement platform in complex procedural populations. Allowed for voice, text, or app based communication. Monitored patient state though cellular connected devices (e.g. weight scale). Deployed with 2 hospital systems in California, live with 100s of patients.
Used distributed Tensorflow to train word embeddings on medical literature (PubMed/Wikipedia). Surfaced APIs for clinical intelligence – conditions, symptoms, medications, text analysis, risk stratification, and clinical diagnoses.
Technologies: RTMP, HLS, Python/Flask, Socket.io, Kubernetes, Postgres, React Native, Tensorflow, Dataflow, GCP