EvalHire: A Unified Platform for Job-Specific Candidate Screening and Preparation

The current hiring process is full of problems, making it hard for recruiters to handle a lot of applications by hand and leaving job seekers without the right tools to prepare for specific roles. To fix this, we’re introducing a “EvalHire: Unified Platform for Job-Specific Candidate Screening and Preparation”. This smart system is designed to make the hiring process smoother and better. Built on the MERN stack, the platform uses advanced Generative AI and Natural Language Processing through LangChain and Transformer models. For job candidates, the system includes a semantic resume analyzer that gives useful feedback based on job descriptions and a dynamic AI-powered mock interview coach that offers in-depth performance reviews. Recruiters get a comprehensive dashboard that brings all this data together, helping them make faster, more informed, and fairer initial screening decisions. This project aims to build a connected environment that connects how candidates prepare with how recruiters evaluate, creating a more efficient and open job market.