# Anton Kornilevsky

> Freelance embedded AI engineer and founder of NeuraNidus UG (haftungsbeschränkt), Duisburg, NRW, Germany. 10+ years in Embedded Linux, bare-metal systems and firmware verification; focused on Embedded Machine Learning (TinyML), Federated Learning and AIoT (Artificial Intelligence of Things) from microcontrollers to industrial gateways. Available up to 2 days per week. Contact: anton.kornilevsky@neuranidus.com

Anton is an embedded systems and embedded AI engineer. He is not a cybersecurity specialist.

## Focus areas

- Embedded Machine Learning / TinyML: real-time inference on MCUs, NPUs and DSPs; quantization flows; TensorFlow Lite, PyTorch, ONNX
- Federated Learning: privacy-preserving training where raw data stays on the device
- AIoT: connecting edge devices and gateways to cloud (Azure IoT Hub, MQTT)
- Compiler engineering for ML: optimization passes, IR lowering, backend mappings, code generation

## Skills

- Languages: Embedded C, C++ (C++17), Python
- OS: Embedded Linux (Yocto, Buildroot), RTOS, bare-metal, POSIX
- Hardware: ARM Cortex-M (STM32N6), ARM Cortex-A8, ARMv7 / NXP i.MX6 UltraLite, ARM926, Infineon AURIX TriCore TC3xx, NXP QorIQ, Freescale MPC56xx, NPUs, DSPs
- Protocols: MQTT, REST, TCP/IP, SPI, I2C, CAN bus, LVDS
- CI/CD and testing: Jenkins, GitLab CI, Docker, CMake, Git, Google Mock, CMock, GDB, Lauterbach
- Domains: IoT gateways, automotive (ISO 26262), avionics hardware (DO-178/DO-254), modem firmware verification
- Spoken languages: English, German, Hebrew, Russian

## Selected highlights

- Nidal.io: privacy-preserving federated edge AI platform to train, deploy and scale models from MCUs to industrial gateways
- Embedded Linux applications rolled out to 150,000+ IoT gateways; 70% less IoT data traffic via Azure IoT communication optimization
- C verification libraries for Infineon AURIX TriCore radar chipsets under ISO 26262
- Buildroot-based embedded Linux systems, REST middleware and Docker builds on ARM targets

## Engagement

- Freelance via NeuraNidus UG (haftungsbeschränkt), Duisburg, Germany
- Up to 2 days per week, remote or on site
- Rates: on request

## Contact

- Email: anton.kornilevsky@neuranidus.com
- Company: https://www.neuranidus.com/
- Profile: https://anton-kornilevsky.pages.dev/