Principal Engineer · AWS Community Builder
Vijay Kodam
I build and scale Kubernetes platforms and production AI systems on AWS.
vijay@helsinki:~$ _
##Featured work
see all my work →Project
Retro Racer
A 3D car racing game built with vanilla JavaScript and three.js: PBR materials, HDRI sunset lighting, and real …
open → ProjectTesla Wrap Maker
Design custom Tesla wraps in the browser, download PNGs for Paint Shop, and preview supported models in 3D.
open → PostDeploying LLMs on Amazon EKS using NVIDIA GPUs
Deploying LLMs on Amazon EKS using NVIDIA GPUs
read → PostBuilt my first MCP Server for Kubernetes
Model Context Protol server for Kubernetes
read → PostBuilt an AI Agent using Strands Agents SDK
Introduction Built an AI Agent using Strands Agents SDK from Amazon Web Services (AWS) which calls my …
read → PostWon Amazon Q Coding Challenge
Wow! I won 1st place in the Amazon Q Coding challenge today at AWS Summit Stockholm. I had to summon my …
read →##Recent posts
all posts →Jul 04, 2026
Catch silent model downgrades in Claude Code
AI Lab
Jun 30, 2026
Ornith 35B writes its own training scaffold: I put the self-improving coding model to the test on a Mac Mini M4 Pro
AI Lab
Feb 20, 2026
Monitoring Claude Code with Apple Containers Instead of Docker
Co-authored
Feb 14, 2026
LLM Inference Internals: KV Cache, Flash Attention, and Optimizing for Apple Silicon
Co-authored
Feb 14, 2026
I Ran an 80B Coding Model Locally with Claude Code. It Took 1 Hour Instead of 9 Minutes. Here's What Was Wrong.
Co-authored