R/W
PROJECTSABOUT RESUME EMAIL ME
StatusOpen to Work / 2026
LocationTaipei, Taiwan
Focus [01]AI Application Engineering
Focus [02]Full-Stack Development
Focus [03]Interactive / Visual Tech

ROY WANG

AI Application Engineer
+
Creative TECHNoLOGIST

I build AI-powered products end-to-end — from fine-tuning models and designing RAG pipelines to shipping polished, interactive interfaces.

Roy Wang
ID: R_WANG // ENGINEER
[ 01 ]

Projects

GitHub Profile
[001]

NUCLEUS.IO

Three.jsWebGLGLSLViteAudio
Flyable 3D universe built with Three.js. Pilot a spaceship through neon physics, collect project orbs, and squash space bugs — custom GLSL shaders, procedural audio, and multi-layer post-processing.
Open Link ↗
[002]

Chewsy

ReactFirebaseFramer Motion
Real-time multiplayer restaurant swiping. Engineered robust Firebase state-synchronization to resolve concurrent match collisions across mobile clients with zero latency.
Open Link ↗
[003]

T-Minus

Vanilla JSCanvas APIUI Design
Cosmic countdown platform featuring a procedural starfield renderer via Canvas API. Optimized draw loops to maintain 60 FPS while rendering hundreds of alpha-blended stars with zero external dependencies.
Open Link ↗
[004]

Market Sentiment X TAIEX

PyTorchBERTData Engineering
Architected an end-to-end NLP data pipeline processing 20,000+ posts, transforming volatile text into a predictive market indicator. Increased predictive accuracy (F1 score: 0.23 → 0.68).
Open Link ↗
[005]

GigaJoule: Scrap Matrix

GodotGDScriptSystem Design
Physics-based roguelite architected in Godot Engine. Designed complex systems for multi-cell item synergy evaluation and dynamic grid adjacency logic to drive settlement meta-progression.
In Progress
[ 02 ]

About Me

B.S. Learning Sciences @ National Taiwan Normal University. My HCI background gives me a rare lens: modeling how humans interact with complex systems — then building interfaces that collapse that complexity.

I work the full vertical — from fine-tuning BERT on 20K+ posts to shipping WebGL experiences with custom GLSL shaders. Currently focused on AI application architecture, with production experience across Gemini, LangChain/LangGraph agents, and RAG pipelines.

My edge: I don't silo. I build full-stack AI systems — from the embedding layer to the UI — and I ship them fast with agent-assisted workflows (Claude, Cursor, Copilot).

  • AI / LLMLLM API Integration, RAG Pipelines (learning), Prompt Engineering, HuggingFace Embeddings
  • Machine LearningPython, PyTorch, HuggingFace Transformers, BERT Fine-tuning, Pandas, Jupyter
  • FrontendReact, Astro, Three.js / WebGL, GLSL Shaders, Framer Motion, CSS Animation
  • Backend / InfraNode.js, Firebase, Supabase, Vercel
  • ToolchainGit/GitHub, Cursor, Claude Code, GitHub Copilot, Godot, Figma, Docker

Let's
Talk.

Email Me LinkedIn
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