Now: co-founder at Radiant Robotics, building physical AI for solar plants: edge-AI sensors, on-site drones with SOTA luminescence imaging, and the software that turns the data into maintenance decisions.
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HappyBees Beehive monitor on a Pico 2 W that predicts swarming. Op-amp microphone front end, DMA audio capture, Butterworth filtering, FFT, TFLite Micro inference in under 200 ms, no cloud. 
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PyTorch on a $6 computer ExecuTorch models running on a Raspberry Pi Pico 2 W. _Y58AVdKn6o.png?auto=compress%2Cformat&w=740&h=555&fit=max)
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Person detection on a Pico + ArduCAM On-device inference with TFLite Micro; wakes a Raspberry Pi 4 through a transistor switch when a person is detected. 
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Low-power intruder detector Pico + PIR sensor wakes a Pi 4, which runs face recognition, sends a notification if the face is unknown, and powers down again. 
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Quote delivery device Connected display that delivers a daily quote. 
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Programming a Pico remotely Over-the-network flashing and development for the RP2040. 
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- Siemens, Parasolid (Boolean team): lattice geometry features in the 3D modelling kernel used by SolidWorks and other CAD/CAE tools.
- Microchip: layer-2 firmware for 802.11 wireless chips.
- Roku: Python for ML/CV, embedded C on a custom RTOS, IoT cameras and ISP (image signal processor) tuning.
- Radiant Robotics: firmware, sensor hardware, drone autonomy (ROS 2, Gazebo), ML and the core data platform.
LEX: local-first legal RAG over EU directives. Hybrid dense/BM25 retrieval, reranking, HyDE and citation-graph traversal with quantised local LLMs.
| Area | Tools |
|---|---|
| Electronics | analog front ends, sensor interfacing, prototyping, KiCad (noob) |
| Firmware | C/C++, Pico SDK, DMA, Mbed OS, Linux kernel modules |
| Signal processing | IIR filters, FFT, feature extraction on microcontrollers |
| Edge AI | TFLite Micro, ExecuTorch, Edge Impulse, quantisation |
| Robotics and simulation | ROS 2, Gazebo, digital twins, geometric modelling |
| ML and systems | PyTorch, scikit-learn, Python, Rust, Docker, FastAPI, TimescaleDB |
TinyML · Mbed OS Tech Forum · IoT Happy Hour · IoT Project with a Pico · Motion Detection with a Pico · Innovation Coffee
Former lead coding instructor at Code First Girls; ran a computer vision workshop at HackSheffield; 1st place at the Siemens engineering challenge. Interested in energy systems, bio-computing and low-level programming.