Software breaks. Well-architected systems endure.

I am DevOps Engineer|

Great software is more than code; it is the entire lifecycle. Security is the baseline, automation drives delivery. Testing guarantees precision. Infrastructure is the backbone. When these components are integrated, complete software systems are built.

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Featured Blogs

Portfolio Changelog - 2026 Updates
Updated:5 Aug, 2026
Changelog and updates for the portfolio interface.
Nadzu Backend Changelog - 2026 Updates
21 May, 2026
Changelog and updates for the Rust backend.
Rust Docker Builds Under 3 Minutes: ZSTD Builders, Multi-Stage Pipelines, and Multi-Platform OCI Images
10 May, 2026
How I cut a bloated 2GB+ Rust Docker image and 10-minute build time down to under 3 minutes using BuildKit's ZSTD builder, cargo-chef caching, six-stage Dockerfiles, and OCI-compliant multi-platform manifests.

Latest Blogs

Tooling Docs: Using Query Parameters for State Persistence
19 Apr, 2026
Complete reference for launching nadzu.me tools through query parameters, including exact names and examples for Base64 and AIO.

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Projects I've Built

LLMMulti-Agent SystemsMCPCI/CDGitHub Actions
Production-Grade Multi-Agent AI Support Infrastructure (ICAC 2025 Published)
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.
LLMMulti-Agent SystemsMCPCI/CDGitHub Actions
Gallery

AWSCloudFormationOIDCCI/CD
IaC Automation for Multi-Agent AI Systems on AWS
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.
AWSCloudFormationOIDCCI/CD
Gallery
Distributed E-Learning Platform Built on Kubernetes Microservices
Study-Forge Learning System
March 2024 - May 2024
View Source Code Visit Live Website Watch Demo Video
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.
Gallery

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Software breaks. Well-architected systems endure.

I am DevOps Engineer|

Featured Blogs

Portfolio Changelog - 2026 Updates

Nadzu Backend Changelog - 2026 Updates

Rust Docker Builds Under 3 Minutes: ZSTD Builders, Multi-Stage Pipelines, and Multi-Platform OCI Images

Latest Blogs

Tooling Docs: Using Query Parameters for State Persistence

Projects I've Built

Multi Agents AI-Based Chatbot for Support Automation

ChatBot IAAC - Cheap IaC for Multi-Agent AI Systems

Study-Forge Learning System

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