Experience

Professional
Experience

Senior Analyst (Price, Promotion, and Trade)

LG Electronics Canada Inc., North York, ON

​

• Managed promotional plans and operational forecasts using OLAP (Online Analytical Processing) tools

• Coordinated promotional plan and spending communications among cross-functional teams, ensuring clarity and timely feedback to decision-makers

• Enhanced communication accuracy and workflow efficiency by automating standardized processes with Python and supporting process automation initiatives

​

Data Analyst & Office Manager

Jobomb Technologies Inc., Richmond Hill, ON

​

• Analyzed and visualized sales and customer data to generate actionable insights for sales and marketing strategies

• Facilitated communication between IT and sales teams to ensure alignment between technical development and business goals

• Supervised junior team members and led workflow automation projects to enhance operational efficiency

​

Research Analyst - Data Science

Q.AMAZE Research & Development Service, LLC, Taipei, Taiwan

​

• Led projects involving business analytics, predictive modeling, and customer analysis to inform and enhance branding and marketing strategies in collaboration with stakeholders

• Delivered actionable insights through data visualization and storytelling, effectively communicating findings to both technical and non-technical audiences

​​​​​

Education

Certificate in Professional Development in Machine Learning Software Foundations

Data Sciences Institute, University of Toronto, Toronto, ON

​

• Implemented machine learning workflows encompassing data engineering, model and pipeline building, cross-validation, hyperparameter tuning, and performance evaluation using Python and core libraries

​

Graduate Certificate in Big Data Analytics

Georgian College, Barrie, ON

​​​

• Applied big data analytics tools in project-based training, including Apache Spark, Hive, Google Cloud Platform (GCP), SQL, Python, Tableau, and Power BI

• GPA: 4.0 / 4.0 | Graduated with Honors

​

Doctor of Philosophy in Health and Welfare Policy

National Yang-Ming University, Taipei, Taiwan​​

​

• ​Canadian Equivalency: Earned doctorate (WES certified)

​

Master of Science in Health Policy and Management

National Taiwan University, Taipei, Taiwan​​

​​

• Canadian Equivalency: Master’s degree (WES certified)

​

Bachelor of Science in Public Health

Kaohsiung Medical University, Kaohsiung, Taiwan

​

​

Recognitions

LG Electronics Canada Inc. — Global CFO Award (team recognition)

• Recognized for contributions to a cross-department business process automation project that improved operational efficiency

• Served as a dedicated team member from project initiation through completion

​​

Georgian College — Innov8 Awards (team recognition) 

• Award-Winning Capstone: Built and optimized predictive models (KNN, Random Forest) for the Smart Beach Project, contributing to our team's success in WINNING THE 2023 GEORGIAN COLLEGE INNOV8 AWARD

​​​​​

National Yang-Ming University — Outstanding Paper Award for Students and Postdoctoral Researchers

• First author of “Protective Umbrella or Double-Edged Sword? The Impact of Social Capital on Multiple Substance Abuse", published in Formosa Journal of Mental Health

​

Taiwan Foundation for Rare Disorders — Research Grant Recipient

• Dissertation:  Exploring Coping Experiences of People with Multiple Sclerosis: The Stress Process and the Life Course Perspectives

​​​​

Taiwan Foundation for Rare Disorders — Research Grant Recipient

• Thesis:  Health Needs Assessment for Patients with Multiple Sclerosis

​​​​

Certifications

IBM Machine Learning Professional Certificate 

IBM

​

Python for Data Science, AI & Development

IBM

​​​​

Machine Learning with Python: Foundations

LinkedIn Learning

​

Business Analytics Specialization

Wharton Online, University of Pennsylvania

​​

Business Intelligence Data Analyst

AsiaAnalytics Taiwan Ltd., Taiwan​

​​