# HocBong Hunter AI

- **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:** [Doan Minh Tri](https://cerebralvalley.ai/u/minhtritm)
- **GitHub:** https://github.com/MinhTriTM/hocbong-hunter
- **Demo video:** https://youtu.be/Y9cqDh6Pt64
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1459

Học Bổng Hunter v4.0 (Live at https://minhtritm.github.io/hocbong-hunter/) is an open-source, 12-Node Multi-Agent Scholarship Discovery, Triple-Verification, and Application Coaching Ecosystem built for students worldwide across 50 languages.

    THE PROBLEM WE SOLVE:
    Every year, millions of students miss out on life-changing international scholarships because:
    1. Scholarship portals are fragmented across thousands of government (.gov), university (.edu), and foundation websites in different languages.
    2. Standard single-prompt LLMs frequently hallucinate non-existent grants, expired deadlines, or fake URLs.
    3. Commercial study-abroad agencies charge $2,000–$10,000+ for CV evaluation, motivation letter editing, and interview prep.

    OUR SOLUTION:
    Học Bổng Hunter v4.0 automates the entire scholarship journey through a 12-Node Multi-Agent Pipeline with live SVG telemetry:
    - Node 1 (Profile Analyzer & AI CV Parser) + 5-Axis SVG Radar Chart: Extracts GPA, IELTS/TOEFL, major, and research achievements from raw resumes and maps them against a Full Scholarship Benchmark.
    - Node 2 (Supervisor Agent): Formulates a dynamic 3-lane search strategy (Government/Bilateral, University-Specific, and Global Foundations).
    - Nodes 3, 4, 5 (3 Parallel Web Researchers): Execute concurrently to discover real 2026–2027 scholarships.
    - Node 6 (0-Token Deterministic Deduplicator) & Node 7 (Structured JSON Schema Extractor).
    - Node 8 (Triple-Verify Critic & VerifierEngine): Eliminates AI hallucinations via 3-Tier Verification — Tier 1 audits official domain authenticity (.gov/.edu/.ac.*/.org vs fake links), Tier 2 validates 2026–2027 deadlines and days remaining, and Tier 3 cross-checks GPA/language eligibility to compute a Trust Score (0–99%).
    - Node 9 (Multi-Criteria Matcher): Ranks verified scholarships with a 0–100% Match Score and 4 sub-dimension bars.
    - Node 10 (Strategic Drafter): Generates tailored Motivation Letter outlines, 3-stage timelines, and interactive checklists.
    - Node 11 (AI Mock Interview Coach with Voice Recognition): Lets students answer committee questions via voice (Web Speech API) or text and grades them using the STAR rubric (0–100).
    - Node 12 (AI Essay Critic & Rewriter): Scores essay drafts across 4 academic criteria, detects clichés, and rewrites weak paragraphs.
    - Global Accessibility & Exports: Supports 50 languages (including RTL), Side-by-Side Comparison, .ICS Calendar reminders, Print/Save A4 PDF, CSV, and Markdown exports, plus 5 free sponsored live API queries per IP/MAC (QuotaGuard).

## More from Meta Global AI Developer Hackathon

- [Sachitha Madhuranga](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1456)
- [Xinogi](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1457)
- [Ajay Upadhyay](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1458)
- [Jinboost](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1460)
- [uptodate](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1461)
- [Anyhand](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1462)

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