# Anand Kumar (Solo)

- **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:** [Anand Kumar](https://cerebralvalley.ai/u/anandkr)
- **GitHub:** https://github.com/imanandkr1/admission-truth-engine
- **Demo video:** https://youtu.be/-ckzqDFhZuU
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4605

Admission Data Truth Engine is an evidence-first platform designed to identify and explain inconsistencies in engineering admission cutoff data.

During the Meta Global AI Developer Hackathon 2026, I independently developed a fresh implementation featuring document ingestion, structured data extraction, source-level evidence mapping, deterministic reconciliation, conflict detection, AI-assisted explanations, human review, and audit-ready CSV exports.

The system compares admission records across sources, distinguishes source conflicts from counselling-round variations, and links extracted values to their supporting document evidence.

I integrated Meta's Muse Spark Open model as an advisory explanation layer, while deterministic Python logic controls verification classifications and human reviewers handle conflict resolution.

The goal is to make admission data more transparent, traceable, and easier to verify.

## More from Meta Global AI Developer Hackathon

- [Ani](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4602)
- [Zeno](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4603)
- [Emergency Medicine AI Research Initiative](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4604)
- [Glassline](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4606)
- [Teleion Labs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4607)
- [RuleRepro](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4608)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4605. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt