AI & Software Developer
I build practical AI systems that people can understand, reproduce, and use.
I'm Tommy Pan (潘東瑋), an AI and software developer with an M.S. in AI & Innovative Applications from National Dong Hwa University.
Selected work
Projects with a practical edge
Three projects that show how I turn AI experiments, computer vision, and systems software into work people can actually use.
Generative AI · Deep learning
LadaGAN + EfficientNetV2
Built a face-generation pipeline with a Transformer-based LadaGAN, then used EfficientNetV2 to examine whether generated faces were useful for recognition.
Computer vision · Desktop tool
Vehicle-Pedestrian Right-of-Way Detection
Turned YOLOv8 detections into trackable traffic events with DeepSORT, PyQt5, OpenCV, rotation correction, and video progress handling.
Rust · GPU systems
GPX Animator GPU Edition
Built a native Windows route-animation tool that keeps map rendering and video encoding on the GPU for smooth, predictable exports.
Background
The experience behind the work
Experience
Teaching Assistant
Department of Computer Science & Information Engineering
- Formal Languages and Automata
- Computer Networks and Communications
- Introduction to Computer Science
Education
M.S. in AI & Innovative Applications
Department of Computer Science & Information Engineering, National Dong Hwa University.
B.S. in Computer Engineering
Ming Chuan University.
Cloud Technology Management Program
Department of Information Management, Ming Chuan University.
Honors
Academic honors
Award certificates from my M.S. program at National Dong Hwa University.
Toolbox
Tools I use to make ideas deployable
AI & Machine Learning
Python · PyTorch · TensorFlow · YOLOv8 · OpenCV
LLM & Automation
Model Context Protocol · Gradio · n8n · Generative AI
Deployment & Engineering
Docker · Hugging Face Spaces · Cloudflare Tunnel · Supabase · HTML/CSS/JavaScript · PyQt5