Systems engineers building AI pipelines at the intersection of compilers, Rust, and multimodal intelligence. We don't prompt — we architect.
TRANSDUCER watches any video clip and captions it in four voices - formal, sarcastic, humorous_tech, humorous_non_tech. One 1024px look, four persona briefs, grounded in what's on screen.