SubiSamayasundaram

SubiSamayasundaram / PrepGenius

Public

An AI-powered Interview Preparation Toolkit that analyzes resume-job match, generates mock interview questions, and helps students improve ATS score using NLP and Machine Learning.

16
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100% credibility
Found Feb 26, 2026 at 13 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

PrepGenius is an AI-powered app that analyzes a user's resume against a job description to score alignment, detect skill gaps, and provide tailored optimization suggestions.

How It Works

1
🔍 Discover PrepGenius

While searching for resume help during your job hunt, you find PrepGenius, a friendly tool that checks how well your resume fits a job.

2
💻 Launch the App

Get the app running on your computer, and it opens right in your web browser like a simple webpage.

3
📄 Add Your Resume and Job Info

Upload your resume file or paste its text, then add the job description you want to match.

4
🚀 Run the Smart Check

Tap the analyze button and see instant results showing your match score and skill matches – it's quick and eye-opening!

5
📊 Review Matches and Gaps

Check the percentage score, see which skills line up perfectly, and spot any missing ones to work on.

6
💡 Unlock AI Advice

Get personalized tips on tweaking your resume bullets, adding skills, and making it shine for that role.

🎉 Resume Perfected!

With your improved resume in hand, you feel ready and confident to apply for the job.

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Star Growth

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AI-Generated Review

What is PrepGenius?

PrepGenius is a Python Streamlit app that analyzes your uploaded resume—PDF, DOCX, or pasted text—against a job description to deliver a match score, lists of matching and missing tech skills, and AI-powered optimization feedback via OpenAI. It tackles resume tailoring drudgery by highlighting gaps like absent "Kubernetes" keywords and suggesting bullet rewrites for better ATS compatibility. Users get a browser-based dashboard with progress bars and detailed GPT insights on demand.

Why is it gaining traction?

This AI-powered interview assistant stands out by blending simple cosine similarity scores with GPT-refined advice, skipping generic tools' fluff for role-specific tweaks like achievement quantification. Developers grab it for the instant Streamlit demo—no complex setup—and its focus on tech stacks like ML or cloud skills. As an ai powered github project, it hooks job seekers wanting quick, actionable resume boosts over manual editing.

Who should use this?

Entry-level devs or students prepping Python/data science interviews, where spotting skill gaps in JDs matters. Career switchers aligning resumes to AWS or NLP roles, or anyone testing ATS-friendliness before mass applies. Skip if you need mock questions; it's pure resume-job matching.

Verdict

Solid starter for personal resume checks, but 12 stars and 1.0% credibility signal early maturity—expect to supply your OpenAI key and handle edge cases. Worth a spin as an ai powered interview coach prototype; fork and extend for daily use.

(178 words)

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