Aryan Singh@singharyan44

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.

Six Matches. One leaderboard. Build on AMD, earn points and compete for prizes.

🌎 Hybrid Hackathon | 💻 Online Build: 3–8 November 2026 | On-site Phase: 8 November 2026 📍 On-site Venue: Pierpont Place 163 W Pierpont Ave, Salt Lake City, UT 84101, USA ✨ Please note that travel and accommodation are not covered.

🌎 Hybrid Hackathon | 💻 Online Build: 12-17 October 2026 | On-site phase: 17-18 October 2026 To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. The AMD Developer Hackathon: ACT III is a hands-on event for developers, founders, engineers and builders who want to push what’s possible with AI on real infrastructure. 📍 If approved for the on-site experience, you'll also have the opportunity to showcase your project live. Travel and accommodation will not be covered.

🌎 Online Hackathon | 💻 Online Build: Sept 26 - Oct 5, 2026 A virtual, global hackathon. Build from anywhere in the world. Dark Factory is the official hackathon of WeAreDevelopers World Congress North America, presented by BAND, but you don't need to be in San Jose to take part. For one week, you build a software factory in BAND Desktop: a band of coding agents that plans work, implements it and checks its own results. 🎟️ Bonus for sign-ups: you are eligible for a free ticket to WeAreDevelopers World Congress North America in San Jose (Sep 23–25). If you do go, stop by the BAND booth: a surprise is waiting for you.

🌎 Hybrid Hackathon | 💻 Online Build: September 10–16, 2026 | 📍 On-site: September 15–17, 2026 The official hackathon of AI Infra Summit — co-organized by Kisaco Research and lablab.ai. Build production-grade AI applications on the modern AI infrastructure stack, alongside 8,000+ attendees, researchers, founders, and infra leaders. 📍 On-site Venue (September 15–17): Santa Clara Convention Center 5001 Great America Pkwy, Santa Clara, CA 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered.