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I am TonyKwan Kam Tai, a Data Scientist and Psychometrician with over 8 years of experience in psychometrics, statistical modeling, and software development. I build interactive platforms like ShinyTAM and DIFA to bridge theory and practice, and I specialize in SEM, IRT, and other advanced statistical modeling. I collaborate with educational and psychological research teams to translate complex analyses into actionable insights and user-friendly tools. I am currently pursuing a PhD in Measurement, Evaluation, and Research Methodology at the University of British Columbia, where I apply rigorous quantitative methods to assessment development and validation.…I am TonyKwan Kam Tai, a Data Scientist and Psychometrician with over 8 years of experience in psychometrics, statistical modeling, and software development. I build interactive platforms like ShinyTAM and DIFA to bridge theory and practice, and I specialize in SEM, IRT, and other advanced statistical modeling. I collaborate with educational and psychological research teams to translate complex analyses into actionable insights and user-friendly tools. I am currently pursuing a PhD in Measurement, Evaluation, and Research Methodology at the University of British Columbia, where I apply rigorous quantitative methods to assessment development and validation.

TonyKwan Kam Tai

Data Scientist, Full Stack Developer, Web Developer, +4

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I am TonyKwan Kam Tai, a Data Scientist and Psychometrician with over 8 years of experience in psychometrics, statistical modeling, and software development. I build interactive platforms like ShinyTAM and DIFA to bridge theory and practice, and I specialize in SEM, IRT, and other advanced statistical modeling. I collaborate with educational and psychological research teams to translate complex analyses into actionable insights and user-friendly tools. I am currently pursuing a PhD in Measurement, Evaluation, and Research Methodology at the University of British Columbia, where I apply rigorous quantitative methods to assessment development and validation.…I am TonyKwan Kam Tai, a Data Scientist and Psychometrician with over 8 years of experience in psychometrics, statistical modeling, and software development. I build interactive platforms like ShinyTAM and DIFA to bridge theory and practice, and I specialize in SEM, IRT, and other advanced statistical modeling. I collaborate with educational and psychological research teams to translate complex analyses into actionable insights and user-friendly tools. I am currently pursuing a PhD in Measurement, Evaluation, and Research Methodology at the University of British Columbia, where I apply rigorous quantitative methods to assessment development and validation.

Available to hire

I am TonyKwan Kam Tai, a Data Scientist and Psychometrician with over 8 years of experience in psychometrics, statistical modeling, and software development. I build interactive platforms like ShinyTAM and DIFA to bridge theory and practice, and I specialize in SEM, IRT, and other advanced statistical modeling. I collaborate with educational and psychological research teams to translate complex analyses into actionable insights and user-friendly tools. I am currently pursuing a PhD in Measurement, Evaluation, and Research Methodology at the University of British Columbia, where I apply rigorous quantitative methods to assessment development and validation.

Skills

Experience Level

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Japanese

Advanced

Work Experience

Service Contractor (Quantitative Analysis) at Hong Kong Department of Curriculum and Instruction, The Education University of Hong Kong

January 1, 2025 - Present

Performing rapid statistical analyses with high accuracy and translating complex results into clear, actionable insights for non-technical stakeholders; contributing to the statistical rigor of manuscripts and research proposals.

Service Contractor (Quantitative Analysis) at Hong Kong Department of Curriculum and Instruction, The Chinese University of Hong Kong

January 1, 2025 - Present

Conducting advanced statistical modeling (e.g., Random-Intercept Cross-Lagged Panel Modeling) to resolve methodological bottlenecks in faculty research; developing robust statistical syntax in R to support ongoing investigative projects.

Senior Research Assistant at Hong Kong Department of Curriculum and Instruction, The Education University of Hong Kong

January 1, 2023 - January 1, 2025

Platform development for DIFA (a web-based platform for CFA, IRT, MI, and DIF analysis); integrated Generative AI reporting to automate interpretation of psychometric output; conducted advanced quantitative analyses to validate assessment instruments.

Research Assistant at Hong Kong Department of Psychology, The Education University of Hong Kong

January 1, 2020 - January 1, 2023

Designed and executed simulation studies on complex psychometric models (e.g., moME and meMO); served as the primary statistical consultant for internal and external teams; managed psychometric internship program.

Research Student Support at Hong Kong Assessment Research Centre, The Education University of Hong Kong

January 1, 2017 - January 1, 2020

Administrative support for TEA conference; translated key psychometric texts for Chinese publication.

Research Assistant at Hong Kong Department of Mathematics and IT, The Education University of Hong Kong

January 1, 2015 - January 1, 2016

Conducted mathematical finance research utilizing simulation techniques in R and Matlab.

Research Assistant at The Education University of Hong Kong

January 1, 2015 - January 1, 2016

Mathematical finance research involving simulation techniques in R and Matlab.

Intern at Assessment Technology and Research Division Hong Kong, Hong Kong Examinations and Assessment Authority

January 1, 2014 - January 1, 2014

Provided technical assistance for psychometric workshops utilizing the Assessment Quality-assurance Platform (AQP). Prepared teaching materials for the Quality Assessment Management Accreditation Scheme (QAMAS) programme.

Intern at Hong Kong Examinations and Assessment Authority

January 1, 2014 - January 1, 2014

Provided technical assistance for psychometric workshops using the Assessment Quality-assurance Platform (AQP) and prepared teaching materials for the QAMAS programme.