Projects using Streamlit in LahoreProjects using Streamlit in LahoreAI-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 
