Wellington, New Zealand
Yida Lin (Benny)
I build AI brains for robots.
Education
- 2023 – nowVictoria University of Wellington
PhD in Computer Science, thesis submitted
- 2023National Taiwan University
MSc Industrial Engineering, GPA 3.54 / 4.3
- 2021National Taiwan University of Science and Technology
BBA Industrial Management, GPA 3.83 / 4.3
Work experience
- 2024 – nowInternational Student Support (Uni Crew)
Victoria University of Wellington, casual staff
- 2023 – 2026Tutor
Victoria University of Wellington. Twelve courses across software engineering, databases, cybersecurity, AI, machine learning and big data.
- 2021 – 2023Research Assistant
National Taiwan University, full-time. .NET and soft computing software.
Technical skills
- Languages
- C / C++, Python, C# / .NET, Java, SQL, Bash
- Vision and 3D
- OpenCV, Open3D, stereo calibration, SGBM, DEFOM-Stereo, SAM 3
- Machine learning
- PyTorch, YOLO, Detectron2, timm, Transformers, PEFT
- LLMs
- RAG, LoRA and QLoRA fine-tuning, reinforcement-learning fine-tuning, Transformers, PEFT, Hugging Face, prompt design
- Deployment
- Jetson, ONNX, TensorRT, Docker, Linux, nginx, AWS
- Simulation
- Unreal Engine 5, Lumen, Nanite, Megascans
- Web
- Flask, Django, SQLAlchemy, Gunicorn, JavaScript