How We Built an AI Recruitment Platform with MongoDB, NLP, and a Human-in-the-Loop Feedback System

We built NeuroHire, an AI recruitment platform that goes beyond keyword matching. It validates skills with evidence, explains its decisions, and learns from recruiter feedback. Stack: Django + React + MongoDB Atlas + scikit-learn. Live demo - neurohire-bay.vercel.app Hiring is broken. Not in a dramatic way - it just quietly fails, all the time. Recruiters spend hours manually scanning resumes for keywords, and job seekers spend hours tailoring applications to systems that reduce them to a skill