Learn with Orator

Most speaking advice fails because it stops at feedback: "be confident", "use fewer fillers" — with no practice loop and no measurement. Orator (Learn with Orator) closes that loop into an adaptive training system: challenge, speak, observe, diagnose, coach, retry, measure improvement, and adapt the next challenge. Three coaches share one training engine. Speech Coach scores pace, fillers, repeats, sentence structure, and hesitation pauses measured from AssemblyAI word timings — then assigns drills targeting your weakest skill. Debate Coach argues against you out loud (spoken Voice Agent opponent) or in text, attacking your argument's weakest component, with scorecards and rematches. Interview Coach runs adaptive interviews across 10 roles with pressure follow-ups. A personal profile tracks strengths, recurring weaknesses, and streaks across sessions. Everything is grounded: deterministic metrics the LLM can never override, truthful AI/Rules badges with automatic fallback, on-device camera measurement with nothing uploaded, and hands-free AI-written practice samples. Live demo, public repo, 170+ automated tests. Market: individual learners (freemium), career coaches and bootcamps (seat licenses), and HR teams screening interview delivery at scale — via freemium, team tiers, and API access. Next: negotiation and teaching scenarios, team dashboards, and a mobile app.