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Full stack AIShipped2025Full Stack AI Engineer

LectureMind

Full stack generative AI study platform

Next.jsTypeScriptPrismaPostgreSQL (Neon)Azure OpenAIAzure AI SearchAzure SpeechMistral OCRFastAPIAzure Container AppsVercel
Hackathon
Cloudforce No Resume Required
Models routed
Fast + reasoning

One line summary

Generative AI learning platform that turns long form lectures into grounded outlines, summaries, flashcards, quizzes, mind maps, and faculty accessibility reports. Multi model orchestration with fast and reasoning paths, separate student and faculty workspaces, and a transient faculty session mode with cleanup on signout.

Status

Detailed case study is in progress. The summary above and the metadata in the header are accurate. Architecture diagrams, hardest technical challenges, and full results writeups are being authored in the coming days.

What this project covers

Generative AI learning platform that turns long form lectures into grounded outlines, summaries, flashcards, quizzes, mind maps, and faculty accessibility reports. Multi model orchestration with fast and reasoning paths, separate student and faculty workspaces, and a transient faculty session mode with cleanup on signout.

Role

Full Stack AI Engineer.

Stack

  • Next.js
  • TypeScript
  • Prisma
  • PostgreSQL (Neon)
  • Azure OpenAI
  • Azure AI Search
  • Azure Speech
  • Mistral OCR
  • FastAPI
  • Azure Container Apps
  • Vercel

Headline metrics

  • Cloudforce No Resume Required Hackathon
  • Fast + reasoning Models routed