
PE ZH
@pezh
I evaluate Chinese AI outputs and build reproducible LLM validation workflows.
What I'm looking for
I'm a native Mandarin Chinese speaker and Computer Science master's student focused on evaluating AI/ML outputs, debugging model behavior, and documenting technical reasoning clearly.
For NeuroGolf / ARC-AGI, I built Python tools to audit AI-generated ONNX models, validating output types, shapes, task semantics, and training-example consistency. I localized subtle model failures through controlled batch evaluation and clear failure documentation.
I built Neko.exe, a FastAPI-based AI agent with contextual response generation, structured JSONL logs, repeatable evaluation hooks, transcript-quality checks, classification, memory controls, dry-run testing, and fallback behavior.
I've also designed an evidence-tracking LLM workflow for research continuity, evaluated motion-analysis pipelines using quantitative and edge-case checks, and contributed merged work to the Cardano Foundation after source validation and maintainer review.
Experience
Work history, roles, and key accomplishments
AI Trainer
PEI LING CHANG
Evaluated AI/ML outputs, debugged model behavior, and built repeatable validation workflows. Documented technical reasoning and assessed correctness, clarity, consistency, and reproducibility across AI-generated outputs.
Education
Degrees, certifications, and relevant coursework
National Dong Hwa University
Master of Science, Computer Science and Information Engineering
2025 -
Pursuing a Master of Science in Computer Science and Information Engineering with coursework in artificial intelligence, pattern recognition, data mining, and computer architecture.
National Dong Hwa University
Bachelor of Science, Computer Science and Information Engineering
2018 - 2025
Earned a Bachelor of Science in Computer Science and Information Engineering.
Availability
Location
Authorized to work in
Portfolio
melody-taiwan.github.ioSalary expectations
Job categories
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