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Achievements

Achievement: Pull SharkAchievement: Starstruck

Achievements

Achievement: Pull SharkAchievement: Starstruck

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jameslavrenz/README.md

Embedded Software Engineer | C/C++ | Embedded Linux | RTOS | ARM Cortex-M | Edge AI/TinyML | DSP | FPGA AI Acceleration

I build efficient, real-time embedded systems with a specialization in Embedded AI.

  • Embedded firmware (bare-metal, RTOS) on ARM Cortex-M
  • DSP, TinyML (feature extraction, quantized CNNs)
  • Embedded AI/Edge AI and embedded Linux pipelines

📌 Featured: Neural network inference engine for MCUs/MPUs

🔗 LinkedIn: James Lavrenz

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  1. NetKit-Labs/memkit NetKit-Labs/memkit Public

    An embedded systems container library (for MPUs and MCUs) written in C++ with C++ and C APIs.

    C++ 55 8

  2. NetKit-Labs/netkit NetKit-Labs/netkit Public

    Embedded-first C++26/C23 neural inference: float32+int8 on MCU/MPU/CPU. CMSIS-NN · ESP-NN · NMSIS-NN · XNNPACK. Peer-benched vs TFLM, microTVM, TF Lite, ONNX Runtime (Arm · Espressif · RISC-V · App…

    C++ 4

  3. KWS_Arm_CortexM4F KWS_Arm_CortexM4F Public

    Keyword Spotting on Arm Cortex-M4F

    C

  4. NetKit-Labs/npukit NetKit-Labs/npukit Public

    FPGA NPU kit for PYNQ-Z2: 8×8 int8 output-stationary systolic array and GEMM.

    Jupyter Notebook