Skillvector – An AI Based Resume Evaluation and Recruitment Management Platform For HR
Shreyas Kokane
This paper introduces SkillVector, an AI-based platform designed to evaluate resumes and manage job descriptions more effectively. The system simplifies the screening process by automatically parsing resumes and comparing them with job descriptions using advanced NLP and machine learning methods. Through cosine similarity and BERT-based models, it generates a similarity score that ranks candidates based on how well they fit a given role. The backend uses PostgreSQL with the pgvector extension to store vectorized data and perform semantic similarity searches efficiently. A web-based interface allows recruiters to upload, review, and manage profiles while providing detailed analytics such as skill-gap insights, missing qualifications, and ranking visualization.