Yuyang (Roy) Wang

AI Engineer & Product Builder - AI-native Consumer Products, AI Agent Engineering, Creative Technology, Interactive Experiences

Education

National Taiwan Normal University (NTNU)
B.S. in Learning Sciences

Projects & Research

VIRAL - One whisper, a living town
TypeScript / Next.js / Gemma / AMD Token Factory
  • AI-driven town simulation: whisper a sentence to a resident and watch its consequences. Gemma on AMD generates character reactions; a deterministic engine validates actions and records causal events.
  • Roy handled AI Agent testing and iteration; his teammate handled competition materials, interface and visual design. They jointly developed the concept and gameplay.
Market Sentiment x TAIEX
Python / PyTorch / Hugging Face Transformers / BERT / SQLite
  • Three-person NTNU event study of PTT Stock sentiment and the TAIEX. Fine-tuned multilingual BERT and evaluated sentiment structure around the April 2025 tariff shock.
  • Roy handled BERT training, coding, crawling, and statistical analysis in a three-person NTNU research team, as described in the existing public portfolio.
Is my major worth it?
Python / Streamlit / Plotly / pandas
  • Interactive dashboard comparing Taiwan university admission scores with graduate salaries across 1,787 programs, with field-level salary distributions and methodology notes.
  • Joined admission and field-level salary data and built an interactive exploration interface.
NUCLEUS.IO
Three.js / WebGL / GLSL / Vite / Web Audio API
  • Flyable 3D portfolio built with Three.js, custom GLSL post-processing, procedural audio, and interactive project orbs.
  • Published an interactive WebGL portfolio with flight, project exploration, and synthesized audio.

Hackathons

AMD Developer Hackathon ACT III - Submitted; results pending.

Technical Skills

Applied NLPPython, PyTorch, Hugging Face Transformers, BERT fine-tuning, pandas, JupyterFull-Stack AppsReact, Astro, Node.js, Firebase, Supabase, VercelInteractive UIThree.js / WebGL, GLSL shaders, Framer Motion, CSS animationToolchainGit / GitHub, Cursor, Claude Code, GitHub Copilot, Godot, Figma, Docker

Evidence and limitations: github.com/RoyWG925/builder-context ยท e8121c1a10d3