HocBong Hunter AI

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).