AI-Powered Campus Hiring Platform
full-stack AI-driven placement and recruitment platform built using Next.js, Node.js, MongoDB, FastAPI, LangChain, and Generative AI. Enables intelligent resume screening, JD-specific candidate matching, placement prediction, and automated recruitment workflows for educational institutions.
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The problem
Traditional campus recruitment systems rely heavily on manual resume screening, generic shortlisting methods, and GPA-based filtering, making the hiring process slow, inconsistent, and less transparent. Recruiters struggle to identify the right candidates efficiently, while students lack visibility into skill gaps and placement readiness. Institutions also face challenges in tracking recruitment analytics and maintaining standardized evaluation processes. SupaHire solves these challenges through an AI-powered hiring ecosystem that automates resume analysis, matches candidates intelligently with job descriptions, predicts placement probability, and provides real-time analytics dashboards for recruiters, students, and placement cells.
The Platform
SupaHire delivers a centralized recruitment ecosystem designed for students, recruiters, and placement cells. The platform combines AI resume intelligence, coding profile analysis, ATS-based workflows, and predictive analytics into a seamless hiring experience. Recruiters can shortlist candidates faster, institutions gain actionable insights, and students receive personalized skill-gap analysis to improve placement readiness.
AI Resume & Smart Match Engine
SupaHire’s core intelligence layer uses Generative AI and vector databases to analyze resumes, coding profiles, and job descriptions in real time. The system automatically identifies relevant skills, predicts candidate-job fit, and highlights missing competencies for better hiring decisions. Using AI-powered resume parsing and JD-specific matching, recruiters can reduce manual screening efforts while improving candidate alignment and hiring transparency.
Core Features
SupaHire combines AI-powered recruitment intelligence with automation and analytics to simplify campus hiring workflows for students, recruiters, and placement cells.
🤖 AI Resume Intelligence
Automatically analyzes resumes using Generative AI to extract technical skills, projects, certifications, and experience while generating ATS-friendly candidate profiles.
🎯 JD-Specific Smart Matching
Matches candidates with job descriptions using vector search and AI embeddings to identify the most relevant applicants based on skills, experience, and domain alignment.
📊 Placement Probability Prediction
Uses predictive analytics to estimate placement readiness and hiring probability based on candidate profiles, coding performance, and historical recruitment data.
💻 Coding Profile Intelligence
Integrates coding platform performance and automatically validates technical proficiency to improve recruiter confidence during shortlisting.
🏢 Placement Cell Dashboard
Provides centralized analytics for tracking applications, interviews, hiring trends, student progress, and recruiter engagement in real time.
🔐 Role-Based Access Control
Implements secure authentication and role-specific access for students, recruiters, admins, and placement coordinators using scalable backend architecture.