When Should an Industrial Robot Refuse to Move? Building an Offline AI Safety Demo
An offline robotics demo that uses a local multimodal model to interpret commands, assess visual risk and refuse unsafe movement.
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Case Studies
Decisions, not just demos
Decision-focused case studies on edge AI and IoT architecture — showing what was at stake, what path was chosen, and how risk was reduced.
Production-Grade, Fail-Safe OTA for a Multi-Processor IoT Appliance
A practical blueprint for safely updating embedded Linux, MCU firmware, ML models, and cloud services across a large connected-appliance fleet.
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From Berlin to Schiphol: WeAreDevelopers, a Lost Passport, and an Overbooked Flight
Reflections from my first WeAreDevelopers conference in Berlin, with an unexpected airport adventure along the way.
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Physical AI in High-Precision, Low-Volume Manufacturing
Applying robotics, automation, and AI to high-precision, low-volume manufacturing in watchmaking, jewelry, and related industries.
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Edge AI for Robotics: Building Intelligent Machines That Can Sense, Decide, and Act
How edge AI enables robots to sense, decide, and act reliably in real-world environments through low-latency, hybrid physical AI architectures.
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OpenClaw is now controlling my robot
OpenClaw now controls my rover via ROS 2, turning high-level goals into real hardware actions with on-device perception and speech.
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Edge AI inspection robot with Edge Impulse and ROS 2
Integrating Edge Impulse object detection with ROS 2 for real-time perception and tracking on an inspection robot.
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SMARTsurg: Designing More Intuitive Interfaces for Surgical Robotics
How wearable hand tracking, haptic teleoperation and machine learning can help surgical robots respond to the natural movements of experienced surgeons.
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Edge AI in Practice: From Model Prototype to Reliable Deployment
A practical guide to the decisions that turn a machine-learning model into a reliable edge product—from sensing and hardware selection to deployment and monitoring.
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Robot Teleoperativo: Immersive Robotics for Hazardous Environments
Inside an IIT research programme combining a quadruped robot, dexterous manipulation, force feedback and virtual reality to keep people out of hazardous environments.
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