At SRM Institute of Science and Technology, I developed an AI-based IoT intrusion detection system using machine learning and network traffic analysis. I also built a real-time SOC dashboard for security telemetry and automated alert surfacing, and validated threat detection models through protocol-level analysis.
At IBM SkillsBuild / AICTE, in partnership with BharatCares, I architected an automated document classification pipeline that reduced manual data entry time by 40%. At Sparwix Technologies, I engineered an AI chatbot and built automated data preprocessing pipelines.
On Return-Risk-Scorer, I built an XGBoost risk-scoring system and added SHAP-based explainability with LLM-assisted explanations. I also developed Sentinel-X, an AI-driven cyber defense engine, and a banking assistant with NLP and Random Forest classifiers.
