Data-Driven Resume Analyzer Development

Ammar

Ammar Mohamed

Data-Driven Resume Analyzer

Smart Resume Insights & Job Matching Powered by NLP

The Data-Driven Resume Analyzer is an intelligent web application that helps job seekers understand how well their resumes align with real-world job opportunities. Built using Natural Language Processing (NLP) and Machine Learning, it automatically analyzes resumes, extracts key skills, and compares them with live job listings fetched from trusted job APIs.
Key Features
🧠 AI-Powered Resume Analysis – Uses NLP to identify skills, experience, and qualifications from uploaded resumes.
🔍 Smart Job Matching – Automatically fetches and analyzes job descriptions to calculate a match score for each role.
💾 User Accounts & History – Allows users to create profiles, save past analyses, and revisit previous results anytime.
📄 PDF Reports – Generates professional, downloadable reports summarizing strengths, gaps, and job fit.
⚙️ Tech Stack – Built with Python, FastAPI/Django, React/Flutter, and NLP libraries like SpaCy and Transformers.
Impact
This tool empowers job seekers to optimize their resumes, discover the most relevant job openings, and make data-driven career decisions — all in one platform.
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Posted Oct 4, 2025

Developed a web app for resume analysis and job matching using NLP and ML.

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Timeline

Jun 1, 2025 - Jun 15, 2025