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Full Stack Engineer

Sharing things as I learn — deep dives into AI engineering, local models, and system performance.

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Gemma 4 on 16GB RAM: What Actually Works for Structured AI Workflows

Submitted for the Gemma 4 Challenge: Write About Gemma 4 A 2B model running entirely on my local...

May 20, 2026

Setting Up OpenUI with Ollama: Local Setup, Model Testing, and Troubleshooting

This guide walks through setting up OpenUI with Ollama locally, including model configuration,...

May 6, 2026

The Brutal Reality of Running Gemma 4 Locally

This is a submission for the Google I/O 2026 Writing Challenge "At Google I/O 2026, Google made...

May 23, 2026

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