Researcher LIWC-Style Psycholinguistic NLP Model For Mental Health Risk Detection at National Taiwan University of Science and Technology
New Taipei, Taiwan
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Summary
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Stanley Owen is an applied NLP researcher and software engineer with five years of experience building language-aware systems and user-facing applications. Currently at National Taiwan University of Science and Technology, he develops LIWC-style psycholinguistic models and emotion-aware pipelines to detect subtle signals of mental health risk and ships practical tools for visualization and structured analysis. He pairs academic rigor—annotated linguistic datasets and classification model design—with product-minded engineering, having led a commercial invoicing software that improved processing efficiency by 30%. As a front-end contributor to the Xplorer file manager, he focuses on UI theming and polish, demonstrating an eye for UX details like hover animations and custom scrollbars. Active in student leadership roles and teaching assistance, he blends technical depth with community-facing communication and operational experience across Taiwan and Indonesia. Colleagues can expect a researcher-engineer who bridges psycholinguistics, emotion recognition, and polished front-end UX to turn complex linguistic insights into usable tools.
5 years of coding experience
4 years of employment as a software developer
Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at National Taiwan University of Science and Technology
Natural Sciences, Natural Sciences at SMA Sutomo 1
Contributions:28 reviews, 19 commits, 6 PRs in 1 year 3 months
Contributions summary:Stanley focused on enhancing the user interface and overall visual experience of the file manager. They implemented custom scrollbar styling and added Windows 10-like hover animations for a more modern look. Additionally, the user worked on theming aspects, including active tab styling and soft edges for the sidebar, demonstrating a focus on theming and UI polish across the application. Furthermore, they added an active attribute for components in the home section.
Open Source LoFi Streaming for Web and Desktop App
Contributions:13 releases, 6 reviews, 493 commits in 1 year 2 months
reactelectronfirebasejavascriptstreaming
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Stanley Owen - Researcher LIWC-Style Psycholinguistic NLP Model For Mental Health Risk Detection at National Taiwan University of Science and Technology