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
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
Kubernetes ML Platform
ML model serving on EKS with Kubernetes manifests, Helm charts, and Terraform IaC.
EKS, Kubernetes, Helm, FastAPI, Docker, Terraform
View Source Code
All projects are open source on GitHub. Each project includes documentation, infrastructure-as-code, and CI/CD pipelines.