Projects

NOC Agent – Multi-LLM Network Operations Center

Built an automated network incident response system using multiple LLMs and Grafana observability, reducing manual alert processing time. Developed a multi-agent architecture with Weaviate vector correlation for intelligent root cause analysis and automated team routing.

Infrastructure Automation at Scale

A scalable cloud automation framework using Java (Spring Boot), Terraform, Ansible, Docker, and AWS. It provisions EKS clusters with reusable Terraform modules, deploys containerized Spring Boot apps via Ansible, integrates Terraform + Ansible for seamless orchestration, and parameterizes deployments for multi-environment reuse.

Security Log Dashboard and Analysis Platform

A centralized Flask + JavaScript platform to ingest, process, and visualize Apache security logs. It uses AWS S3/Glue pipelines, Terraform-provisioned infrastructure, and Elasticsearch for high-speed threat detection with real-time Grafana dashboards, containerized and deployed on AWS with CI/CD for continuous updates.

Cococloud: AI-Powered AWS Cloud Management Agent

An intelligent AWS cloud management agent built with Python, AWS, MCP, LiteLLM, Ollama, and Qwen. It enables natural-language commands to manage AWS services, integrates Qwen models via LiteLLM and Ollama for scalable local inference, and provides modular tools for AWS cost estimation and real-time cloud resource management using live pricing APIs