Languages & Core: Python, C++, Cython
AI & Deep Learning: PyTorch, LLM/SD Fine-tuning, Agent Workflow, YOLO, VLM
Dev & Ops: Docker, Git, ECS, Electron, FastAPI, QT
Guangdong Polytechnic Normal University (广东技术师范大学)
B.E. in Network Engineering (网络工程) | 2023 - 2027
Qualifications: CET-4 | Driving License C2
- R&D Intern @ Desay SV (德赛西威 002920.SZ)
2024.07 - 2024.09- Developed traffic sign detection system based on YOLOv5, extended for multi-label classification (40+ classes).
- Built End-to-end Driving Agent using VLM with LoRA fine-tuning and automated data pipelines.
- Implemented 2D/3D Monocular Lane Detection models and MonoDLE based 3D Object Detection.
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MonoLite
2024.09 - Present- Monocular 3D Object Detection System with modular architecture.
- Implemented custom OPT caching and Cython acceleration for performance optimization.
- Open Source: GitHub
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PRfire (Smart Agriculture System)
2024.10 - 2025.03- Backend development using FastAPI & Docker, integrated VLM & YOLO for disease detection.
- 3D Terrain Reconstruction using COLMAP + OpenMVS.
- Open Source: GitHub
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FakeBrain (Unity Game Backend)
2025.03 - 2025.05- Brain-Computer Interface backend using C++ & Qt.
- LSTM based blink detection deployed via ONNX Runtime.
- Game agent training pipeline with VLM.
- Open Source: GitHub
| Award | Rank/Level | Year |
|---|---|---|
| Tencent Game Algo Competition (Text2SQL) | 54th | 2025 |
| "Challenge Cup" Competition (AI+ Track) | 33rd | 2025 |
| Chinese Collegiate Computer Design Contest | Provincial 3rd Prize | 2023 |
| National Undergraduate Electronics Design Contest | Provincial 3rd Prize | 2025 |
| Lanqiao Cup (Python Track) | Provincial 3rd Prize | 2023 |
SwanLab Community Contributor
Active Contributor [ 4 commits | 173++ | 142-- | #10 ]
- Zhang Kai, et al. (2025). Research on Narrowband Satellite IoT Video Transmission Technology Based on an Optimized AVS3 Model. IEEE IoTAAI Conference. (4th Author)
Last edit in 2026.02.08