Oncourse AI – Personal AI Study Mate for Med Students
AI study mate for USMLE when UWorld and Amboss already dominate this space.

$14K benefit aggregator—useful but just a curated directory with tracking UI.
Undergraduate and graduate students
GitHub Student Developer Pack · Google Scholar · Coursera for Campus
The core insight: students qualify for 51+ benefits (GitHub Pack, AWS Educate, JetBrains, Notion, Azure, etc.) but have no single place to track what they've claimed, what's expiring, or what their total ROI is.
I built a benefits index, a personal savings ledger, and an expiry tracker. It took 3 weeks solo.
Live: https://studentos.tech
AI study mate for USMLE when UWorld and Amboss already dominate this space.
The site leans hard on scale — 400k+ questions and 2,500+ papers are the headline. The landing is confident and playful ("Start Cooking" — nice), but there’s no visible proof of content quality, answer explanations, adaptive drills, or source attribution; that gap decides whether this is a useful free alternative or just a huge spreadsheet of problems. If they add provenance, tagging and study analytics, this could move from handy to indispensable for MCAT prep.
CFD-inspired physics simulation makes math tangible, unlike DragonBox or Prodigy.
Six tools bundled for CS recruiting, but Trello+Google Sheets+Coda already solve this separately.
Syllabus-to-calendar automation sounds helpful, but Google Tasks, Canvas, and syllabus bots exist.
Free offline math quiz app, but Khan Academy already does this better.