tools in rotation

Stack

What runs the infrastructure work day to day, plus what's powering the current Python/AI build.

Compute & Orchestration

Kubernetes AWS EKS Docker

IaC & Automation

Terraform Ansible

Cloud Platforms

AWS Azure

Data & Pipelines

Oracle GoldenGate SFTP Cosmos DB PostgreSQL

Systems & OS

Linux Windows Server Active Directory

Programming & AI

Python FastAPI NLP / Embeddings React Express.js

Collaboration & Delivery

GitHub Pull Requests Incident SOPs CI/CD