National Changhua University of Education, Graduate Institute of Science Education · PhD
Focus: AI in education. Thesis: an acceptance model for AI courses among high-school students
Curriculum Vitae
Hsuan-Ming Tseng (曾衒銘)
PhD in Science Education, AI education lecturer, product developer
DrNoGreasy Studio · Email: drnogreasy@gmail.com · ORCID: 0009-0007-6275-9935 · GitHub: tigerbojo · Last updated 2026-09-08 · Version 2026.09
Education
Soochow University, Department of Business Mathematics · BSc
Foundations in mathematical modelling, statistics and data analysis; minor in computer science.
Appointments
DrNoGreasy Studio · Founder
AI products, curriculum development and teaching. Flutter apps, AI agents, web systems and industrial AI adoption.
Mind Hub Co., Ltd. · CTO
Technical lead for the MOEA SBIR project on generative-AI hosiery design; ITRI knowledge-base assistant (RAG).
International Youth Innovation & Future Education Association · Chair
Youth innovation and future-education initiatives.
AI4kids · Manager, Teacher Training & Curriculum Development
Designed a K-12 AI curriculum, ran teacher training and school partnerships; co-developed and recorded a six-volume AI textbook series and co-authored Volume 1 (Machine Learning).
NCUE · Teaching and research assistant
STEM course and lesson design; data collection, analysis and writing for Prof. Hsiao-Lin Tuan's MOST project (108-2511-H-018-004-MY3).
Research expertise
Journal articles
Development and validation of a learning-engagement scale for high-school AI courses
Tseng, H.-M., & Tuan, H.-L. (2024). International Journal on Digital Learning Technology, 16(2), 51–78 (TSSCI)
Development and validation of an acceptance scale for high-school AI courses
Tseng, H.-M., & Tuan, H.-L. (2023). Journal of Technology and Human Resource Education, 9(3/4), 92–118
Conference papers
Development and validation of an AI-course acceptance scale for high-school students (oral)
38th International Conference of the Association for Science Education Taiwan, Hsinchu
Development and Discussion of the Acceptance Model of Emerging Technology Courses: the AI course for high-school students
2021 East-Asian Association for Science Education online conference, Shizuoka, Japan
Acceptance model of emerging-technology courses and its relation to achievement: the case of a high-school AI course (oral, best paper)
2021 Global Chinese Conference on Educational Information and Assessment, Taichung
Learning engagement in an introductory AI course (poster)
36th International Conference of the Association for Science Education Taiwan, Kaohsiung
Developing a STEM teaching-competence questionnaire for secondary teachers (oral)
36th International Conference of the Association for Science Education Taiwan, Kaohsiung
Books and textbooks
AI Made Simple
Business Weekly Publications, 2021, co-author. ISBN 9789865482350
Edge Computing for Everyone
Chwa Publishing, sole author.
Six-volume K-12 AI textbook series (ML / DL / NLP / big data / AIoT / edge computing)
Chwa Publishing, 32 chapters. Co-author of Volume 1 (Machine Learning); co-developed and recorded the teaching videos for the whole series.
Teaching
NTU MeDA Lab · AI-in-medicine camp lecturer
Every winter and summer since 2019: AI for medical imaging and big data.
Taichung Girls' Senior High · elective on AI and data science
Two semesters, formally commissioned by the school; wrote and ran the Ministry of Education AI-education grant; five student capstone projects.
TSMC Charity Foundation · rural AI education program
A complete 16-lesson AI course for rural primary schools, mapped to the national curriculum with a five-level rubric.
MOE cross-school technology-teacher community · AI lecturer
Curriculum development with in-service teachers; an 8-week Taichung teacher community produced five UbD lesson plans.
Chwa Publishing · national AI workshops for IT teachers
Lecturer for the central and southern Taiwan sessions.
ITRI textile policy office · generative AI for hosiery
Industry course on putting generative image tools to work in hosiery design.
Funded projects and commissions
MOEA SBIR: generative-AI hosiery product design
Technical lead. Design time cut 40–50%, imaging cost down over 80%, 90% satisfaction; five products tested, three manufacturer MOUs.
ITRI DKA knowledge-base assistant
RAG architecture, vector database, LINE and web integration, with a knowledge-base admin console.
ITRI SockMap knitting-pattern tool
Six-step design-to-bitmap pipeline running in the browser; 244 unit and 20 end-to-end tests.
MOE AI-education grants (Taichung Girls' Senior High, Mingdao High School)
Wrote and ran the grants: courses, teacher training and outcome assessment.
MOST 108-2511-H-018-004-MY3 (PI: Prof. Hsiao-Lin Tuan)
Research assistant: data collection, analysis and writing.
Industrial systems
DKA knowledge-base assistant
Generative AI grounded in a domain knowledge base to reduce hallucination; integrated with LINE and web.
AIM virtual try-on
From U-Net to Stable Diffusion; outfit images without models or studio shoots. First place at Taiwan AI Academy.
Green-iguana alert system
Edge inference on NVIDIA Jetson Nano to detect and report an invasive species in real time.
Eye-tracking course system for 3-view drawings
Moodle plus eye tracking to record gaze and reading paths while students learn orthographic views.
Awards and professional training
Best Paper Award
2021 Global Chinese Conference on Educational Information and Assessment
First place, capstone competition (virtual try-on system)
Taiwan AI Academy, Taichung, Technical Leadership Program, 3rd cohort
Taiwan AI Academy, Taichung · Technical Leadership Program, 3rd cohort
Capstone project, a virtual try-on system, took first place in the cohort competition.
Media
UFO Radio interview
On the book AI Made Simple and AI education.
Digital products
PEAKSTW, Taiwan 100 Peaks app
Flutter, live on iOS and Android; GPS tracking, safety check-ins, subscriptions.
RAILSTW, Taiwan rail journey
240-station digital stamp rally; iOS app and website.
Math Three Kingdoms interactive site and AI animation
A 408-page comic the author owns, adapted into animation and interactive levels.
Free developer tools
App-release checklist generator and AI-agent production checklist (zh/en).
Tools and languages
Tools：SPSS, Smart-PLS, Amos, Python; Flutter, Firebase, Next.js, Cloudflare; Claude Code, Gemini, OpenAI Codex
Languages：Mandarin (native); English (TOEFL iBT 83; presented in English at international conferences)
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