WolfiePool

Students often overpay for solo Ubers when others are headed the same direction — but there's no way to automatically find and coordinate them. Manual coordination via group chats is unreliable, and no verified, student-only coordination tool exists. Existing solutions can't guarantee that the person you're riding with is actually a Stony Brook student.

A web app where students configure their ride preferences (To Campus / From Campus, date, departure window) and get automatically matched into ride clusters going the same direction. Fares split by distance — closer drops pay proportionally less. A real-time in-cluster chat coordinates the trip, and voice announcements provide match alerts, departure countdowns, and late-night safety tips.

• Configure ride preferences (direction, date, departure window)
• Get automatically matched into a ride cluster
• Coordinate with the cluster in private real-time chat
• Receive voice announcements for match confirmation, 5-minute countdown, and safety tips
• Fares split fairly by distance

• Cluster summarization & fare Q&A — Gemini 2.5 Flash chatbot
• Voice narration — Eleven Labs TTS for match alerts and departure countdowns

• LLM: Gemini 2.5 Flash
• TTS: Eleven Labs
• Stack: standard web app stack (frontend + backend + auth)