Architecture & SystemsAug 10, 2026 • 8 min read
Engineering a Multi-Source Real-Time Hackathon Intelligence Pipeline
Deep dive into the distributed scraping, deduplication, and Redis job queue architecture aggregating 270+ opportunities across Devfolio, Devpost, Unstop, and MLH.
Security & TrustJul 28, 2026 • 6 min read
Dual-Tier Cryptographic Verification for Developer Certificates & Proof-of-Work
How NX-913 implements tamper-proof SHA-256 verification and instant QR validation for university and hackathon credentials.
AI & MLJul 15, 2026 • 7 min read
Contextual RAG & Algorithmic Scoring for Developer Opportunity Matching
Designing prompt pipelines and vector embeddings that match student developers with relevant hiring bounties and competitive hackathons.