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Robotic vision · Robotics & AI · Possible futures

The future is still unwritten.

Former Canonical engineer · Robotics & AI studies at SJSUI’m exploring how robots perceive and remember the world. Here I share practical engineering notes and the questions I’m following next.

Start here · homelab

A Homelab Built to Be Rebuilt

Recent notes

Running GUI Apps in LXD Containers

linux · containers

The LXD profile I use to run GUI tools on my Linux desktop, with shared display sockets, GPU access, and the limits of that isolation.

Sharing the DGX Spark GPU with MicroK8s

kubernetes · gpu-computing

Setting up MicroK8s, the NVIDIA GPU Operator, and GPU time-slicing on my DGX Spark, including the containerd paths and memory-sharing tradeoffs.

The work behind the notes

Engineering, in practice.

Before SJSU, I worked as a Field Software Engineer at Canonical: designing private clouds, troubleshooting across the stack, and explaining complex systems to customers.

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Imagined habitat · AI-generated artwork