Led the video-generation pipeline end to end — dialogue generation, TTS, image compose, cost instrumentation — and shipped supporting RAG work and the marketing site. Rebuilt a linear orchestrator into a two-stage CLI with a JSON contract, parallel TTS + pluggable image generation, FFmpeg compose with karaoke subtitles, and per-generation cost tracking.
6× faster output · −60% generation cost · batch mode for continuous runs