I am an AI/ML Engineer with 2+ years of experience building production-grade Autonomous Agents, Chatbots, and Secure AI Systems. Specializing in GuardrailsAI, LangGraph, and Fine-Tuning LLMs, I utilize robust MLOps pipelines to scale AI solutions.
I am an AI/ML Engineer who moves beyond basic models to build intelligent, self-healing systems. My core expertise lies in developing Autonomous Agents using LangChain/LangGraph, securing LLMs with the GuardrailsAI framework, and fine-tuning models like Llama & Mistral for specialized tasks. ... To ensure these systems perform at scale, I leverage strong MLOps practices—building high-throughput data pipelines with Kafka, Flink, and Airflow. Whether it's Threat Intelligence (MITRE ATT&CK) or automating complex workflows, I build AI that is robust, scalable, and production-ready.
• Architected Autonomous Threat Detection Agents utilizing MITRE ATT&CK frameworks.
• Implemented GuardrailsAI to prevent PII leakage and prompt injections in real-time.
• Engineered sub-second anomaly detection pipelines using Kafka & Spark Streaming (2M+ events/day).
• Developed "Text-to-Action" automation agents using LangGraph & MCP.
• Built custom Chatbots for enterprise support, reducing manual triage by 45%.
• Optimized Fine-Tuning workflows for local LLMs (Llama-2/3) to ensure data privacy.
IFET College of Engineering, Anna University
GPA: 7.75 / 10
• Deep Learning A-Z™ (Udemy, 2025)
• Machine Learning A-Z™ (Udemy, 2024)
• Python Full Stack Developer (PySpiders, 2023)
Developed a local safety layer for LLMs using GuardrailsAI. Achieved 92% accuracy in blocking jailbreaks and redacting PII in real-time.
View on GitHubBuilt a semantic router agent using Model Context Protocol (MCP) that translates natural language into executable browser actions for testing automation.
View on GitHub