36 hours of non-stop coding in 4-degree Jalandhar weather at SIH 2024 Grand Finale to build an AI job-matching engine.
36 Hours in Sub-Zero Jalandhar Weather
Securing a Top 5 Spot in India at Smart India Hackathon (SIH) 2024 at LPU Jalandhar was one of the most intense engineering experiences of my journey. Operating in 4°C weather with zero sleep, our team (Team HexaGeeks) built a comprehensive AI employment platform.
Platform Architecture & Innovation
Our system bridged job matching gaps through automated ML models:
- Psychometric & Cognitive Testing Engine: Evaluates candidate aptitude beyond static resumes.
- AI Roadmap Generator: Dynamically generates personalized learning pathways based on skill gap analysis.
- ML Job Matching: Scikit-Learn recommendation models matching candidate skill vectors to live job market demands.
- Verified Resume Wizard: Generates cryptographic certification proofs and resume scores.
Stack
MERN Stack • Python Django • PostgreSQL • Scikit-Learn ML Models