@vincearbu41

EduSense is an AI-powered student success assistant embedded in a simulated LMS dashboard, built as a React/Vite and Node/Express prototype for an ideathon setting. It ingests structured LMS-style academic data across grades, attendance, assignments, schedules, announcements, and interventions, then uses intent detection to route student questions to specialized agent modules. Powered by deepseek-r1 and llama3.2 via an Ollama backend, the system provides clear, actionable academic support recommendations with deterministic rule-based fallbacks for reliable demo behavior. The prototype documents a future AMD Developer Cloud deployment path using vLLM/Deepseek on MI300X hardware once credits are approved.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.