Projects & Products
Hands-on AI and infrastructure projects demonstrating real engineering capabilities.
RAG Chatbot (AI-Powered)
Live demo: /chat
AI chatbot using Retrieval-Augmented Generation. Searches a knowledge base of AI infrastructure articles using vector embeddings, then generates natural language answers with an LLM.
LangChain, ChromaDB, sentence-transformers, HuggingFace Inference API, Flask, JavaScript
GoldenImage Release Pipeline
Automated monthly release pipeline for 13 AWS EC2 Image Builder pipelines across 5 OS distributions. Includes Python CLI tools, post-deployment validation, and wiki publishing.
Python, AWS EC2 Image Builder, Terraform, Docker, GitHub Actions CI
AI Advisory Website
This website — full-stack deployment from scratch. Flask backend, responsive CSS (no frameworks), Docker containerization, AWS infrastructure-as-code, HTTPS with auto-renewing SSL.
Flask, Docker, Terraform, AWS (EC2, VPC, Route 53, EIP), nginx, Let's Encrypt
Security Compliance Automation
CIS benchmark hardening across multi-OS fleet (Amazon Linux 2, Rocky 8, CentOS 7). Automated scanning, remediation playbooks, and compliance reporting for 8 security domains.
Ansible, Bash, CrowdStrike EDR, Qualys, CIS Benchmarks
Kubernetes Deployment Demo
Live showcase: /kubernetes
Production-grade Kubernetes manifests deploying the Flask+RAG app to minikube. Includes autoscaling (HPA), health probes, ingress routing, and Kustomize-based manifest management.
Kubernetes, minikube, Kustomize, Ingress, HPA, Docker
Coming Soon
boto3 + pytest Refactor
Refactoring CLI tools from shell wrappers to native Python AWS SDK (boto3) with full pytest test suite.
boto3, pytest, mocking, test-driven development
View Source Code
All projects are open source on GitHub. Each project includes documentation, infrastructure-as-code, and CI/CD pipelines.