Full-Stack Job Portal with AI-Based Resume Screening and Candidate Matching
PinsoutHrtech (Human Resource Technology)Project Objectives:
Develop a full-stack web platform where recruiters can screen resumes and candidates receive AI-based job recommendations, streamlining recruitment and increasing placement efficiency.
Project Tasks:
Design front-end for job search, application, and profile management.
Develop back-end with databases for users, resumes, job postings, and applications.
Implement secure login and role-based access.
Preprocess resumes and job descriptions for AI matching.
Apply ML/NLP algorithms to rank candidates and recommend jobs.
Build dashboards for recruiters to monitor applications and analytics.
Test AI matching accuracy and system usability.
Implement notifications for shortlisted candidates.
Document full-stack design, AI workflow, and usage instructions.
Educational Qualifications
B.TechB.EBCAMCA
Required Skills
Authentication & Role-Based Access Control (Rbac) ImplementationFull-Stack Web Development (React / Angular / Vue + Node.Js / Django / Spring Boot)Database Management & System DesignMachine Learning & Nlp (Natural Language Processing)Data Preprocessing & Model Evaluation
