MS
AI & LLMAI Full-Stack Developer

CareerLens & Career Coach

An AI-powered resume analysis platform that evaluates resumes against job descriptions, identifies skill gaps, and provides actionable recommendations to improve ATS compatibility.

PythonFastAPINext.jsOpenAINLPLangChainPDF ProcessingTailwind CSS
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Problem & Challenge

The Objective

Many qualified candidates are rejected before reaching recruiters because their resumes fail ATS screening or don't align with job requirements. This platform bridges that gap with intelligent resume analysis.

Approach & Architecture

The Process

  • 1
    Extracted and parsed resume content from PDF and DOCX files
  • 2
    Analyzed job descriptions to identify required skills, qualifications, and keywords
  • 3
    Compared resumes against job requirements using NLP and LLMs
  • 4
    Generated ATS scores, skill-gap analysis, and personalized recommendations
  • 5
    Built an intuitive web interface for resume uploads, job matching, and AI-powered feedback
Key Impact & Results

“Enabled job seekers to optimize resumes with AI-generated feedback, ATS scoring, keyword analysis, and personalized improvement suggestions, increasing their chances of securing interviews.”