Smart Resume Analyzer
Co-authored and published a peer-reviewed AI system for automated resume screening and job recommendation in an indexed international journal. Designed an NLP pipeline using TF-IDF vectorization, Cosine Similarity, and Named Entity Recognition to extract skills, experience, and qualifications from PDF resumes. Trained and benchmarked SVM and Logistic Regression classifiers, with SVM achieving superior accuracy in resume-to-job-description matching. Built a ranked job recommendation engine using similarity scoring.
AI-Based Pothole Detection System
Engineered a real-time road defect detection pipeline using YOLOv8 and OpenCV, achieving 92% classification accuracy on a held-out test dataset. Deployed a Flask web application for video upload, inference, and annotated output rendering, reducing manual road inspection effort by 80%.
Real-Time Cybersecurity Monitoring Dashboard
Architected a threat intelligence platform integrating VirusTotal, AbuseIPDB, and Shodan APIs for automated IP reputation scoring and file-hash risk analysis. Built a Flask REST backend with psutil-based live system monitoring and SQLite threat logs. Delivered Power BI dashboards for threat visualization, reducing manual analyst monitoring effort by 60%.
