Autonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows. Integrates LangChain, LangGraph, and MCP servers to enable automated SRE tasks in cloud-native environments.

An Advanced Incident Detection System! I've developed a comprehensive security monitoring application that uses computer vision and AI to detect various security incidents in real-time, including falls, intrusions, loitering, and abandoned objects.

Security Automation with Python A real-time log monitoring and alerting system built with Python. This project automates log parsing, anomaly detection, IP enrichment (via ipinfo.io), and Slack-based alerting. It includes a live Streamlit dashboard and a watchdog-based monitor to simulate a lightweight SIEM pipeline — ideal for SOC Tier 1/2 work

Real-Time Road Incident/Hazard Detection and SMS Alert Notification System using CV models, T5 string generation, and Twilio SMS API.