JobJigsaw: LLM-Powered Job Matching and Resume Tool
Prasham Trivedi
JobJigsaw
Jobjigsaw: Complete the job finding puzzle using LLMs
Project Summary:
A smart tool that uses LLMs to break down job descriptions and assess how well a candidate matches the role. Built to support the developers looking for jobs and helping them decide if they should apply or not. Also helping them create customised resumes based on Job Description, helping them highlight their best skills for the Job and sending them one step closer to interview room.
Key Highlights:
Parses JD, extracts core requirements, maps them to skills
Uses OpenAI + Claude for comparative analysis and scoring
Transparent score explanation,
Customised resume generation
Why it Matters:
Developers with wide set of skillset takes time and effort to customise Resumes, this tool will help them to understand the job requirements, and create the customised resume in a minute
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Posted Apr 24, 2025
Developed a tool using LLMs to match candidates with jobs and create custom resumes.
