World Congress 2025 • Aug 20, 2025 • Session details

From Code to Motion: Building an Autonomous Hat-Hunting Robot with Kubernetes & ML

Daniel Brintzinger

To solve the nightmare of disconnected edge deployments, engineers built an autonomous, hat-hunting robot. Discover how standard Kubernetes and GitOps push machine learning models from code to physical motion.

Starting at 20:19 · Watch from the beginning

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Matching moments

1:54 min

Speaker background and open source Kubernetes edge computing projects

Gaurav Gahlot

Gaurav Gahlot · World Congress 2026 Europe

2:35 min

Deploying AI-driven foreign object detection in manufacturing environments

Dean Oren

Dean Oren +1 · World Congress 2025

1:44 min

Navigating hardware constraints and edge computing challenges

Thomas Tomow

Thomas Tomow · World Congress 2025

3:17 min

Deploying parallel models on custom hardware with Edge Impulse

Moe Sani

Moe Sani · World Congress 2026 Europe

1:09 min

Deploying algorithms and AI models to edge production

Irina Terekhova

Irina Terekhova · World Congress 2026 Europe

1:50 min

Overview of the Edge AI ecosystem and tech stack

Maxim Salnikov

Maxim Salnikov · World Congress 2025

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