AI, especially LLM Deployment Engineer | Embedded Systems & Robotics Expert in C/Python/Matlab,Linux/ROS,Edge AI & embedded systems. UAV/Robotics dev, embedded HW platforms. Excellent Pytorch/Tensorflow Cloud Training.

Shengming Zhang

AI, especially LLM Deployment Engineer | Embedded Systems & Robotics Expert in C/Python/Matlab,Linux/ROS,Edge AI & embedded systems. UAV/Robotics dev, embedded HW platforms. Excellent Pytorch/Tensorflow Cloud Training.

Available to hire

AI, especially LLM Deployment Engineer | Embedded Systems & Robotics Expert in C/Python/Matlab,Linux/ROS,Edge AI & embedded systems. UAV/Robotics dev, embedded HW platforms. Excellent Pytorch/Tensorflow Cloud Training.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Language

English
Advanced

Work Experience

LLM Application Development at Hainan Telecom Planning & Design Institute
February 1, 2025 - February 1, 2025
Implemented the HMCN model per Tencent’s guidelines on the PaddlePaddle Chinese spam SMS dataset. Developed a Python script to label 2,222 messages with ERNIE in 17 subcategories across 6 majors, saving and extracting from CSV to create a JSON dataset. Achieved 95% testing accuracy after 50 rounds of TextCNN training.
CV Research Assistant at ZJUT Digital Twin Intelligent Equipment Research Center
July 1, 2024 - July 1, 2024
Developed and optimized DIP and 3DUnet image denoising techniques on Alibaba Cloud, achieving optimal stopping condition by fine-tuning the learning rate to LR=6e-3 for convergence at 600 epochs. Defined ROI by isolating gray matter in simulated datasets, using it as a standard to calculate CNR and determine the optimal denoising endpoint.
LLM research and development at China Mobile(Zhejiang) Innovation Research Institute
August 1, 2023 - August 1, 2023
Led the development of conversational emotion recognition for human-computer dialogue systems using the CPED dataset, achieving an accuracy rate of 24.14% which surpasses the human average of 23.04%. Solve AI alignment issues, designed training data excluding personality traits and dialogue behaviors, and created 4 test plans with 2 test cases.
Embedded AI R&D at Self-initiated project (Drone Target Tracking & Vision System Development)
July 1, 2025 - July 1, 2025
Drone target tracking and vision system development including PID tuning and stability verification; UDP low-latency video link; YOLOv7-tiny + Kalman Filter based tracking; real-time state logging and one-click demo scripts.
Embedded AI Dev at Jinan Turcar Autonomous Driving R&D Center
December 1, 2024 - December 1, 2024
MQTT + Wi-Fi remote control and vehicle telemetry; mobile web control panel; EDA PCB (51 MCU) with parallel timers for a multi-function music box; Orange Pi + YOLOv8 face-recognition alarm; whole-vehicle debugging notes.
Embedded Dev at Vision-Based Robotic Arm Project
May 1, 2023 - May 1, 2023
HSV thresholding; pixel-to-robot base-frame conversion; ROS motion-control pipeline; OpenCV/C++/Python/Ubuntu environment setup and calibration workflow.

Education

Bachelor of Science at Zhejiang University of Technology
September 1, 2020 - July 1, 2024
Master of Science at ESIGELEC
July 1, 2024 - November 16, 2025

Qualifications

Huawei AI Skills certification
January 11, 2030 - November 16, 2025

Industry Experience

Software & Internet, Telecommunications, Media & Entertainment, Professional Services

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
See more

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