AI-based cyber threat detection system using NLP and the MITRE ATT&CK framework to classify OSINT threat data from Twitter, benchmarking Random Forest, SVM, Logistic Regression, and Naïve Bayes — reaching an F1-score of 77%.

AI-powered land price prediction and business investment guidance platform for Telangana's real estate market, combining historical trend analysis with personalized investment recommendations.