CN

Antoine Bonneau

CITI Lab, INSA Lyon, France

PhD Student

I'm a 25 y/o cs enthusiast. I am currently working at the CITI Lab in Lyon, France. I am interested in machine learning, embedded systems, and AI ethics. For the past three years, I have been working on integrating machine learning into tiny radio-enabled sensors. In addition to my research, I have had the opportunity to teach, an experience I genuinely enjoyed. Working with students not only allowed me to share my knowledge but also helped me deepen and consolidate my own understanding.

Current Position

PhD student in distributed embedded AI

CITI (INSA Lyon), Ampère (Univ. Lyon 1)

10/2022  -  09/2025

  • AI (Scikit-learn), ML (PyTorch, TensorFlow), FL (Flower)
  • TinyML (Tensorflow lite micro, CMSIS-NN)
  • Embedded development (bare metal, Zephyr, FreeRTOS, RIOT)
  • STMicroelectronics (STM32CubeIDE, Arduino, PlatformIO)
  • Espressif (esp-idf, arduino-esp32, esp-rs)
  • Nordic (west) and Texas Instrument (CCStdudio)
  • Digital electronics (ADC, DSP, I2C, SPI)
  • Radio experimentation (Wi-Fi, BLE, 802.15.4)
  • IoT protocols (GRPC, MQTT, CoAP, HTTP)
  • Energy measurements: hardware (PPK2), software (codecarbon)
  • Linux systems (Debian/Ubuntu, Arch; bash, zsh)
  • Network simulation/emulation with NS3 (C++, Wireshark)
  • Type 2 virtualisation (Docker/Compose, Namespaces)
  • Reproducibility (Hydra, Jupyter Notebooks, YAML, JSON)
 more experience