US innovation consultancy / national-brand client, under NDA
AI-assisted SMS coaching platform
Igor was sole engineer on a human-reviewed AI system with a generation pipeline, deterministic validation, PII scrubbing, admin review gates, Twilio keyword/opt-out state machines, scheduling, and cost controls.