Ronit Shetty.

A comprehensive proactive policing framework. Features Spatiotemporal Crime Prediction, real-time Voice Sentiment Analysis for emergency calls, and Fake Report Detection using NLP. Integrated into a React Native app.

A semantic security guardrail for Healthcare LLMs. Defends against Prompt Injection Attacks by using contrastive fine-tuning on BERT embeddings to detect malicious intent with 92% accuracy.

An intelligent pricing system for retail. Combines Supervised Learning (CatBoost) for demand forecasting with Reinforcement Learning (DQN, DDPG) to optimize revenue dynamically based on market conditions.