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AI-Powered Resume Screening System
Tired of manually sifting through hundreds of resumes? This intelligent screening system does the heavy lifting — automatically parsing resumes, extracting key skills, and semantically matching candidates to job descriptions in seconds.
🧠 How It Works
The system uses advanced Natural Language Processing (NLP) to deeply understand both resumes and job descriptions — going far beyond simple keyword matching. It calculates semantic similarity using cosine similarity, meaning it understands context, not just words.
⚙️ Key Features
📄 Smart Resume Parsing — Automatically extracts skills, experience, and qualifications from any resume format
🔍 Semantic Job Matching — Matches candidates to roles based on meaning, not just keywords
🏆 Candidate Ranking — Instantly ranks applicants by relevance score
📊 Match Scoring — Clear percentage-based compatibility scores for every candidate
🕳️ Skill Gap Analysis — Identifies exactly what skills a candidate is missing for a role
🚀 Streamlit Dashboard — Clean, interactive UI deployable in one click
🛠️ Tech Stack
Python · NLP · Scikit-learn · Cosine Similarity · Streamlit · SpaCy / NLTK
💼 Perfect For
HR teams, recruitment agencies, startups, and any business drowning in job applications — this tool cuts screening time by up to 80%.
📈 Results It Delivers
✅ Faster hiring decisions
✅ Bias-reduced candidate evaluation
✅ Clear, data-backed shortlisting
✅ Scalable to thousands of resumes
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
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Hi! I’m a college student and an aspiring AI/ML engineer who loves building things with technology and turning ideas into real projects.
I built the Arshi Masale website for a local spice business from Sindhudurg, Maharashtra. This project was special to me because it showed me that even as a student, I can use what I’m learning to create something useful for a real business.
I focused on making it modern, simple, mobile-friendly, and ready for future e-commerce features. This is one of the projects that motivates me to keep learning, building, and eventually turn my passion for AI and technology into a career.
DO SUPPORT GUYS 😊
So I Recently rebranded my upcoming AI Agent Harness from "Crank" to "Pixie" which is the name of my cat. Do you think it was the right decision?
Which one do you prefer? Crank or Pixie?!
Check it out here: pixie.ecnivs.com
#FreelancerLife #AIHarness #FrontendDesign #AIAgent #ArtificialIntelligence #WebDevelopment #Design #TasteTest
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Pixie gets my vote too. Naming it after your cat makes it memorable, and it feels a lot friendlier for a tool people trust with their code. Nice rebrand.
Reposting this because every project I build is one step closer to my bigger goal. ❤️
I’m still a student, learning AI/ML and web development, and I’m trying to build my skills while earning enough to eventually start my own offline business.
If you have a moment, a like, comment, or share would genuinely mean a lot. 🙌
Hi! I’m a college student and an aspiring AI/ML engineer who loves building things with technology and turning ideas into real projects.
I built the Arshi Masale website for a local spice business from Sindhudurg, Maharashtra. This project was special to me because it showed me...