# Riaz

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Riaz Uddin](https://cerebralvalley.ai/u/Riazuddin)
- **GitHub:** https://github.com/Riaz9543/MindTrace-AI
- **Demo video:** https://youtu.be/5SKpTgngP8U?si=TTleFnLuV1RWau9C
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/792

MindTrace is an Agentic Cognitive Diagnostic Engine that addresses the fundamental flaw of the existing AI education solutions: while chatbots provide feedback on what a student did wrong, they cannot pinpoint the reason behind such flawed reasoning. MindTrace provides analysis of the step-by-step solution in mathematics, utilizes its own JavaScript math-referee that eliminates any hallucinations on the part of AI, and produces structured JSON with a visual representation of the conceptual barrier that stands in the way of the student. The multi-tier memory is provided by Firebase, which builds a persistent profile of each user. On request for a new task, the AI scans the profile and suggests a specific problem.

## More from Meta Global AI Developer Hackathon

- [bluesense](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/789)
- [Syntropy Cognitive](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/790)
- [SpatialShelf](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/791)
- [DocTrust](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/793)
- [Ocular](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/794)
- [Solar Auditor](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/795)

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