Experience

Loblaw Digital

• Canada
• Technology, Information and Internet
• 500 - 600 Employee

• Data Scientist

  • Oct 2019 - Jul 2022



Insight Data Science

• United States
• Higher Education
• 1 - 100 Employee

• Data Science Fellow

  • May 2019 - Jul 2019

  Toronto, Canada Area - Built “​Skill Me​”, a ​NLP​ based model that extracts key job skills from course descriptions, as a consulting project for a company who is building an AI-powered platform that recommends educational resources to people based on their career goals and potentials - Mapped 3k+ course descriptions to 200+ predefined job skills by training a ​Named Entity Recognizer​ using spaCy - Deployed the webapp on Google Cloud Platform with Flask



Fordham University

• United States
• Higher Education
• 700 & Above Employee

• PhD Candidate and Researcher

  • Aug 2015 - Jul 2018

  Greater New York City Area Research focus: - Propensity score analysis and causal inference - Developed doubly robust estimator for latent causal effect estimation using simulations in R Teaching: - Graduate level labs in Structual Equation Modeling, teaching statistical modeling methods using Mplus and R - Undergraduate labs in Statistics, Foundations in Psychology, Biological Psychology, and Research Methods in the psychology department, teaching introductory statistics, SPSS, and hands-on… Show more Research focus: - Propensity score analysis and causal inference - Developed doubly robust estimator for latent causal effect estimation using simulations in R Teaching: - Graduate level labs in Structual Equation Modeling, teaching statistical modeling methods using Mplus and R - Undergraduate labs in Statistics, Foundations in Psychology, Biological Psychology, and Research Methods in the psychology department, teaching introductory statistics, SPSS, and hands-on experiments Coursework and project experiences: - Statistical modeling: Structural Equation Modeling, Hierarchical Modeling, Growth Curve Modeling - Applied statistics: Bayesian statistics, multivariate statistics, hypothesis testing - Experimental design: Experimental Design, Decision Science - Psychometrics: Item Response Theory Show less



The Education University of Hong Kong

• Hong Kong
• Higher Education
• 700 & Above Employee

• Senior Research Fellow

  • 2012 - 2015

  Hong Kong - Coordinated a government (RGC) funded (HK$ 324,413) project on teacher leadership and curriculum change, targeting preschools in Hong Kong - Coordinated and supervised teams for data collection and entry for three projects on health education, pain management and integrative health - Performed data analyses and prepared manuscripts for publication - Published multiple papers​ in key journals and presented in various conferences



The University of Hong Kong

• Hong Kong
• Higher Education
• 700 & Above Employee

• Senior Research Associate

  • 2011 - 2013

  Hong Kong



The Hong Kong Polytechnic University

• Hong Kong
• Higher Education
• 700 & Above Employee

• Research Associate

  • 2009 - 2011

  Hong Kong