EmbeddedFirmware systems
C and Python development from peripheral integration through reliable validation.
- STM32 · OpenMV
- GPIO · USART · I²C · CAN
- Keil · STM32CubeMX
Firmware · Embedded · Control Systems
Benson HuangHuang Binxuan
Firmware engineer building reliable embedded systems, intelligent diagnostics, and control workflows.
Zhejiang, China / Open to firmware and control-system opportunities
Firmware & embeddedControl systemsMSc Advanced Control
01 About
Build systems that
work reliably.
I work across embedded development, intelligent control, and data-driven fault diagnosis — from circuit-level understanding to firmware validation and control simulation.
My focus is translating specifications into practical, testable engineering systems.
Firmware / Embedded / Control Systems
02 Capabilities
A practical set
of tools.
DiagnosticsSignals & models
Data-driven bearing-fault diagnosis through signal transformation and model evaluation.
- STFT · CWT · EMD
- 1D / 2D / dual-stream CNN
- SVM · PyTorch · TensorFlow
ControlIndustrial systems
Predictive control, PLC workflows, HMI integration, and robotics simulation.
- S7-1500 · TIA Portal
- MPC · Webots
- Testing & debugging
03 Featured projects
Evidence, not
just keywords.
Selected academic and engineering work. Detailed methods are described without unsupported performance claims.
Firmware Test Automation Platform
Built a cross-platform, observable firmware-validation loop that routes board jobs, recovers results, and exposes reports from one dashboard.
Contribution
Defined the flow from webhook intake through board queues and Windows test workers to pytest, Allure, and result recovery; used Codex to accelerate implementation while validating behaviour against real hardware workflows.
Stack
FastAPI · Redis · Celery · pytest · Allure · WSL · Windows
AI-Assisted Firmware Validation
Built a composable skill chain that turns firmware build, flashing, and communication checks into a structured validation workflow.
Contribution
Connected IAR build verification, BIN export, J-Link image programming, DLMS probe/read/write checks, and JSON result aggregation with failure short-circuiting.
Stack
IAR EWARM · J-Link · PowerShell · Python · DLMS · JSON
Webots Quadruped Gait Simulation
Built a Webots quadruped model and implemented kinematics-based gait simulation for walking, trotting, lateral motion, rotation, and jumping.
Contribution
Derived forward and inverse kinematics; compared compound-cycloid and eighth-order foot trajectories; implemented gait phase scheduling, joint-limit checks, and simulation validation.
Stack
Webots · C · MATLAB · Kinematics · Gait planning
Bearing Fault Diagnosis
Designed a data-driven diagnostic workflow for bearing vibration signals and compared multiple learning architectures.
Contribution
Converted signals with STFT, CWT, and EMD; evaluated 1D, 2D, and dual-stream CNNs; explored SVM as a classification layer.
Stack
Python · Signal processing · CNN · SVM
PLC Sorting System
Built a sorting workflow for mixed materials using Siemens S7-1500 control and a Bytronic kit.
Contribution
Integrated metal, infrared, and capacitive sensing; configured PID heating control; implemented HMI monitoring and fault alerts.
Stack
S7-1500 · TIA Portal · HMI · PID
OpenMV Tracking Gimbal
Developed an object-tracking gimbal from PCB integration through mechanical assembly and vision logic.
Contribution
Used shape and colour recognition in RGB565 input, then drove the gimbal through an expansion-board control signal.
Stack
OpenMV · PCB · Computer vision · Embedded C
04 Experience & education
Engineering with
range.
Zhejiang Ruiyin Electronics
Firmware engineering experience spanning smart-meter functionality, EEPROM self-testing, LCD and indicator control, test environments, and Bluetooth-related development.
University of Sheffield
MSc in Advanced Control and Systems Engineering, with research in bearing-fault diagnosis and control strategy design.
Zhejiang University of Technology
BEng in Automation, combining electronics, control theory, and engineering practice.
05 Connect
Let's connect.
For firmware, embedded-systems, or control-engineering opportunities. Feel free to get in touch.