Bridging Data and Practice: My Journey
The vast sea of data awaits, ripe for exploration. I see myself as a voyager in this boundless sea of data. Each dataset is a rich territory to be understood. I journey through this sea, committed to uncovering hidden patterns and putting together the puzzle of life's patterns.
PhD in Public Health, Quant Methods focus
10+ yrs' experience across data analytics cycle
Statistical modeling & longitudinal analysis
Analyzing observational, trials, & global data
Currently R & Python; adaptable across tools
Active Scientific Writer & Scholarly Reviewer
Currently completed ML certificate, U of T

Work Experience
2021 – 2025 Data Analyst
The Hospital for Sick Children | Toronto, ON
2019 – 2020 Research Analyst
Q.AMAZE Research & Development Services, LLC. | Taipei, Taiwan
2018 – 2019 Medical Researcher
Taipei Municipal Wanfang Hospital | Taipei, Taiwan
2015 – 2018 Associate Research Fellow
Institute of Labor, Occupational Safety and Health, Ministry of Labor | New Taipei, Taiwan
2015 Research Assistant
Mental Health Association Taiwan | Taipei, Taiwan
2013 – 2014 Research Assistant (Part-time)
National Taiwan University | Taipei, Taiwan
2013 Research Assistant (Part-time)
Helping Professions Promotion Association of Taoyuan | Taoyuan, Taiwan
Education
July 2025 – November 2025 Machine Learning Software Foundations Certificate
Data Sciences Institute, University of Toronto | Toronto, ON
2020 – 2021 Ontario College Graduate Certificate in Analytics for Business Decision Making (Graduated with honors)
Mohawk College | Hamilton, ON
2009 – 2015 Doctor of Philosophy in Health Policy and Management
National Taiwan University | Taipei, Taiwan
2007 – 2009 Master of Science in Health Policy and Management
National Taiwan University | Taipei, Taiwan
2003 – 2007 Bachelor of Science in Public Health
China Medical University | Taichung, Taiwan
Publications
2025 Quantifying child growth effects using height-age instead of height-for-age z-scores in a meta-analysis of small-quantity lipid-based nutrient supplement trials
Scientific Reports
Co-author | Conceptualized the work, investigated and interpreted the data, and performed the formal analysis
2025 Severe infection incidence among young infants in Dhaka, Bangladesh: an observational cohort study
BMJ Public Health
Co-author | Formal analysis and validation
2025 Neonatal administration of Lactiplantibacillus plantarum ATCC 202195 with or without fructooligosaccharide in Bangladesh: a placebo-controlled randomized trial
mSphere
Co-author | Formal analysis and validation
2024 Height-age as an alternative to height-for-age z-scores to assess the effect of interventions on child linear growth in low- and middle-income countries
Current Developments in Nutrition
Co-author | Designed the research and analyzed data
2021 Dual trajectories of loneliness and depression and their baseline correlates over a 14-year follow-up period in older adults: Results from a nationally representative sample in Taiwan
International Journal of Older People Nursing
Corresponding Author | Led the team, designed the research, prepared, processed and wrangled data, developed the analysis plan, conducted analyses, interpreted results, and wrote the manuscript
2020 Treating toxic epidermal necrolysis with systemic immunomodulating therapies: A systematic review and network meta-analysis
Journal of the American Academy of Dermatology
Co-author | Extracted study data and assessed the methodological quality of included studies
2019 A longitudinal, cross-lagged panel analysis of loneliness and depression among community-based older adults
Journal of Elder Abuse & Neglect
Co–first Author | Designed the research, prepared, processed and wrangled data, developed the analysis plan, conducted analyses, interpreted results, and wrote the manuscript
2019 Walking is more effective than yoga at reducing sleep disturbance in cancer patients: A systematic review and meta-analysis of randomized controlled trials
Sleep Medicine Reviews
Co-author | Conducted analyses, including random effects modeling, subgroup analyses, meta-regression, and sensitivity analyses
2017 Dual trajectories of breakfast eating and fruit and vegetable intake over a 5-year follow-up period among economically disadvantaged children: Gender differences
Appetite
First Author | Designed the research, prepared, processed and wrangled data, developed the analysis plan, conducted analyses, interpreted results, and wrote the manuscript
2017 Multiple dietary behavior trajectories among economically disadvantaged children: An example of breakfast, fruits and vegetables, and snacks and beverages
Taiwan Journal of Public Health
Corresponding Author | Designed the research, prepared, processed and wrangled data, developed the analysis plan, conducted analyses, interpreted results, and wrote the manuscript
2017 Exploring individual, family, and extrafamilial factors associated with depression among elderly residents of care settings
The International Journal of Aging and Human Development
Corresponding Author | Designed the research, prepared, processed and wrangled data, developed the analysis plan, conducted analyses, interpreted results, and wrote the manuscript
2014 The effects of social structure and social capital on changes in smoking status from 8th to 9th grade: Results of the Child and Adolescent Behaviors in Long-term Evolution (CABLE) study
Preventive Medicine
First Author | Designed the research, processed and wrangled data, developed the analysis plan, conducted analyses, interpreted results, and wrote the manuscript
2014 Protective umbrella or double-edged sword? The impact of social capital on multiple substance abuse
Formosa Journal of Mental Health
Corresponding Author | Designed the research, conducted a systematic literature review, organized findings, and wrote the manuscript
2011 Peter Conrad’s The Medicalization of Society: On the Transformation of Human Conditions into Treatable Disorders
Taiwan Journal of Anthropology
Sole Author | Reviewed the book and wrote the critique
Acknowledged Contributions
2025 Stunting incidence and reversal as metrics of postnatal linear growth faltering in low- and middle-income countries: a critical appraisal and simulation study
BMJ Open
Independent verification of the simulations
Recognitions
2025 Trusted Reviewer
Springer Nature
2021 Graduated with honors, Analytics for Business Decision Making
Mohawk College
2021 Finalist in the Higher Education Analytics Data Competition
Mohawk College
2016 Outstanding Reviewer
Preventive Medicine, Elsevier
2015 Lee Fund Doctoral Dissertation Award
Taiwan Society for Adolescent Medicine and Health
2015 Honorable Mention in Database Marketing Competition
Taiwan Institute of Marketing Science & Chinese Applied Statistics Association
2009 Lee Fund Graduate Award
Taiwan Society for Adolescent Medicine and Health
Professional & Community Service
2025 – Present Reviewing Editor
Springer Nature Reviewer Community
2021 Research Associate, Ambassador
On Canada Project
Reviewer for Scholarly Journals
Acta Psychologica, 2025
Appetite 2021 – 2025
BMC Cardiovascular Disorders 2023
BMC Geriatrics 2023 – 2024
BMC Primary Care, 2025
BMC Psychiatry, 2023 – 2024
BMC Psychology, 2025
BMC Public Health 2023 – 2025
BMJ Public Health, 2025
Discover Public Health, 2025
European Journal of Ageing, 2023
European Journal of Integrative Medicine, 2025
International Journal of Aging and Human Development, 2017 – 2023
JMIR Aging, 2025
JMIR Formative Research, 2025
JMIR Human Factors, 2025
JMIR Medical Informatics, 2025
JMIR Mental Health, 2025
JMIR Nursing, 2025
JMIR Public Health and Surveillance, 2025
JMIR Research Protocols, 2025
Journal of Affective Disorders, 2025
Journal of Child & Adolescent Substance Abuse, 2024
Journal of Health, Population and Nutrition, 2025
Journal of Medical Internet Research, 2025
Personality and Individual Differences, 2025
PLOS One, 2021 – 2025
Preventive Medicine, 2016 – 2025
Sage Open Aging, 2025
Scientific Reports, 2023
Certifications & Completitions
2021 Predictive Analytics Modeler (Int.) | IBM
2020 Business Intelligence Analyst (Int.) | IBM
2020 Data Science Professional Certificate | IBM (via Coursera)
2019 Big Data Analyst (Assoc.) | Ministry of Economic Affairs, Taiwan
2018 e-Enterprise Data Analyst | Computer Skills Foundation, Taiwan
2015 Business Intelligence Data Analyst (Int.) | AsiaAnalytics Taiwan Ltd., Taiwan
2015 Marketing Analysis (Std.) | Taiwan Institute of Marketing Science, Taiwan
2014 Statistical Qualification (Int.) | Chinese Applied Statistics Association, Taiwan
2009 Public Health Core Competency | Taiwan Public Health Association, Taiwan
Languages
English | Mandarin
