Guilherme Silva

Hi! I'm Gui, an Engineering Manager helping clients during the day and a robotics enthusiast during the night. Currently building small robots because why not. I also write from time to time about engineering, tech and the how AI meets the physical world at Binary Paths.

Now · …

SO-101 — searching for a brain

Teleoperation works. Next: imitation learning with LeRobot, then sim-to-real in Isaac Sim. Some days the arms do exactly what I ask. Most days they don't.

The Workbench01 build

SO-101 robotic arms, built from scratch
In Progress Robotics Imitation Learning

SO-101 Robotic Arm

Two 6-DOF arms built from scratch: 3D-printed from open-source designs, twelve STS3215 servos, leader-follower teleop. The first time I grabbed the leader and watched the follower mirror me in real time, that was the trigger. Now I'm teaching it to do things on its own.

Build & assemble Teleop moving Imitation learning Sim-to-real + VLA

WritingBinary Paths

On engineering, teams, and the strange joy of building things you can touch. From Binary Paths.

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Previous Talkscloud & platform

My DevOps world. Kubernetes, WebAssembly, and platform engineering. These days my research is more about robotics, but I still continue to work on cloud-native stuff.

About

I started in automotive engineering, designing and building physical systems where tolerances are measured in millimetres and a wrong assumption means something breaks in the real world.

I moved into software, spending time working on cloud/infrastructure/devops/platform/etc and eventually became an Engineering Manager, where I build teams that build things.

Now I'm deeply interested in Physical AI: robots that have some kind of AI system to do their tasks instead of being programmed movement-by-movement. The SO-101 build is my self-education in public, my first real robot. A 3D printer, Aliexpress, and the question:

what does it take to give a machine a brain?