Roy Wang in

Roy Wang

📍 New Taipei City, New Taipei City, Taiwan

Roy is an AI Application Engineer who builds products end-to-end, from fine-tuning machine learning models to shipping interactive user interfaces. He uniquely applies his background in Learning Sciences from National Taiwan Normal University to create AI tools that are not just powerful, but also intuitive and human-centered.

He has a core technical edge in full-stack AI development, including building RAG pipelines and scaling model outputs into polished, real-world applications with React and Node.js.

Unique fact: He significantly improved a BERT models performance, increasing its F1 score from 0.23 to 0.68 through fine-tuning on over 20,000 data points.

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Location
New Taipei City, New Taipei City, Taiwan
Personality Overview
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Priorities

Topics Roy cares about

Human-Centered AI
His B.S. in Learning Sciences informs his approach to engineering, with a stated goal of building intuitive, human-centered AI systems.
Full-Stack AI Products
He focuses on building AI applications end-to-end, from fine-tuning models and data engineering to shipping polished frontend interfaces.
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Career

Work history

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Education
9-2022 - 6-2026
資訊學士
National Taiwan Normal University
Social presence
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