Software breaks. Well-architected systems endure.

Projects I've Built

• Multi Agents AI-Based Chatbot for Support Automation

  LLM Multi-Agent Systems MCP CI/CD GitHub Actions

  Production-Grade Multi-Agent AI Support Infrastructure (ICAC 2025 Published)

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  Multi Agents AI-Based Chatbot for Support Automation

  Jan 2025 - Dec 2025

  Source Code Terraform IaC Project Page Published Research Paper

  Led the end-to-end architecture and deployment of an enterprise AI support system utilizing quantized LLMs and a custom MCP-based orchestration framework. Automated the entire AWS infrastructure using Terraform and CloudFormation. Delivered a zero-downtime CI/CD pipeline via GitHub Actions, mitigating security risks with OIDC. Co-authored a published research paper (ICAC 2025) proving the system's commercial viability and scalability.

  LLM Multi-Agent Systems MCP CI/CD GitHub Actions

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• ChatBot IAAC - Cheap IaC for Multi-Agent AI Systems

  AWS CloudFormation OIDC CI/CD

  IaC Automation for Multi-Agent AI Systems on AWS

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  ChatBot IAAC - Cheap IaC for Multi-Agent AI Systems

  July 2025 - Dec 2025

  Terraform IaC Repository MAS System Project Repository

  Complete AWS Deployment with Local Inference Infrastructure Automation For the MAS Including Terraform Deployment Scripts, CloudFormation Templates, and a GitHub Actions CI/CD Pipeline. Ensured secure, scalable infrastructure provisioning with OIDC-based authentication and zero-downtime deployments, enabling rapid iteration and commercial viability for enterprise AI applications.

  AWS CloudFormation OIDC CI/CD

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• Study-Forge Learning System

  Distributed E-Learning Platform Built on Kubernetes Microservices

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  Study-Forge Learning System

  March 2024 - May 2024

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  Architected a highly scalable, fault-tolerant learning management system using a polyglot microservices architecture (Spring Boot, Flask, Express). Containerized 7 distinct services using Docker and orchestrated them on Google Kubernetes Engine (GKE) to ensure zero-downtime scaling and high availability for enterprise-level user traffic.

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