I will build a python ats resume analyzer with keyword gap report and dashboard


About this gig
Are you applying to jobs but not hearing back? Your resume may not be
passing the ATS filter before a human ever reads it.
I will build you a Python-powered ATS resume analyzer that scores your
resume against any job description and tells you exactly what is missing.
What you get:
- ATS match score (cosine similarity + keyword coverage blended)
- Full keyword breakdown: matched skills vs. missing skills
- Top tech skill gaps highlighted separately
- Plain-English improvement suggestions
- Downloadable CSV report per analysis
- Streamlit dashboard with score, charts, and analysis history
- Clean, modular Python code you can run anytime
Tech stack: Python, scikit-learn, NLTK, pdfplumber, pandas, Streamlit
Why me:
I built and deployed this exact tool end to end. The live demo is at
resume-ats-analyzer-azarsyed.streamlit.app run a real analysis
before you order.
The score is explainable: 70% TF-IDF cosine similarity + 30% keyword
coverage. You see both numbers, not just one black-box result.
To get started, send me your resume (PDF) and the job description you
are targeting. I will handle the rest.
Get to know Azarudeen Syed
Python Developer Automation And Dashboard Specialist
- FromIndia
- Member sinceMay 2026
- Avg. response time1 hour
Languages
English
FAQ
What do I need to provide to get started?
Just your resume as a PDF and the job description you are targeting. Paste the JD as plain text and I will handle the rest.
What does the ATS score actually mean?
The score is a match percentage between your resume and the job description. It combines TF-IDF cosine similarity (70%) and keyword coverage (30%). A score above 70% is a strong match. Both components are shown so you understand exactly where your number comes from.
Can this tool read any PDF resume?
Yes. The tool uses pdfplumber with a PyPDF2 fallback to handle most PDF formats. Scanned image-only PDFs are not supported — the resume must contain selectable text.
Will this guarantee my resume passes ATS systems?
The score reflects similarity to the job description using NLP — it is a strong signal, not a guarantee. Different ATS platforms use different algorithms. Use this tool to identify gaps and improve alignment, then apply your judgement.
