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FitCheck

Know what your resume is missing — and how to fix it.

FitCheck is an AI-powered resume benchmarking platform that helps job seekers reverse-engineer success. It compares your resume with real-world profiles of people who’ve landed your dream job — and tells you exactly what skills, tools, and projects you're missing.


Problem

Job seekers don’t know what their resume is missing.

Specifically:

  • They apply to roles (e.g., SWE at Google) without knowing what people who actually got hired had on their resumes.
  • There’s no data-driven way to know if their skills or projects match the industry standard for that role.
  • Generic advice like “do Leetcode” or “learn DSA” doesn’t tell them what they specifically need to improve.

How FitCheck Solves This

  • Analyzes your resume
  • Searches LinkedIn for real-world profiles of people in your target role
  • Compares skillsets, tools, projects, certifications, etc.
  • Suggests a personalized roadmap to close the gap between you and your dream job

Technologies Used


Challenges We Ran Into

One of the major challenges we faced was gathering real-world profile data, as scraping LinkedIn is restricted by their policies and requires careful handling of browser automation, login sessions, and anti-bot measures.


Project Status

Currently in early prototype stage. We're working on:

  • Enriching the roadmap generation system
  • Scaling
  • Expanding role and company coverage

About

See what they had, find what you lack, and close the gap

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