Academic Research Experience
Graduate Researcher
January 2022 - June 2023
Toronto, Canada
· Conducted research projects in social work and healthcare under the supervision of Dr. Shion Guha and in collaboration with the University at Buffalo School of Social Work and Parkview Health.
· Presented key findings on a regular basis to collaborators.
· Analyzed various data streams and conducted statistical testings and model-building.
· Co-authored two papers submitted to social work and health informatics journals.
Graduate Research Student
TORONTO HUMAN-AI RESEARCH SCHOOL @ University of Toronto
Summer 2022
Toronto, Canada
· Worked in partnership with Parkview Health, a U.S. not-for-profit health system, on the analysis of clinical data from long COVID patients.
· Presented key insights and data visualizations to clinicians and health researchers.
· Co-authored a paper submitted to CHI 2024 exploring the value of integrating subjective and patient-reported data to objective health measures in healthcare research.
Research Assistant
January 2018 - November 2018
Montreal, Canada
Performed data collection, data entry, and data cleaning for various cultural analytics research projects led by Dr. Andrew Piper.
Projects:
· Uncovering inequality in academic publishing
· Mapping familial relationships in novels with network analysis
Work Experience
Research & Content Manager
ACT Responsible
September 2021 - July 2022
Paris, France
· Led a data analysis project exploring the evolution of responsible advertising in the past 20 years.
· Diffused key research findings to the industry through a physical exhibition at the 2022 Cannes Lions International Festival of Creativity, visited by thousands of communication professionals, as well as through press releases and research reports.
· Designed a survey assessing corporate responsibility practices in international advertising agencies, and consulted on data analysis and communications of results to stakeholders.
Digital Event Coordinator - Intern
ACT Responsible
January 2021 - July 2021
Paris, France
· Content management and collaboration with stakeholders in organizing a digital industry event, including an exhibition and awards ceremony.
· Press releases and digital communications writing.
· Community management and content creation for social media.
· Data entry for a creative advertising media database, based on industry monitoring.
Photographer
Freelance
Portrait and event photography for private individuals.
2017-2019
Education
PhD in Social Data Science
University of Oxford
Oxford Internet Institute
2023 - Expected graduation in Summer 2026
· Clarendon Scholar
· Supervised by Dr. Luc Rocher
· Effective Altruism - Machine Learning for Social Good research group
· Women's Welfare Co-Officer at St Catherine's College MCR
Oxford, UK
Master of Information
University of Toronto
Faculty of Information
September 2021 - October 2023
Toronto, Canada
Human-Centered Data Science concentration
Master's Thesis: "Towards a Human-Centered Approach to Data Science in Healthcare: An Exploration of Methods"
GPA: 3.97 /4.0
Courses:
· Programming for Data Science
· Statistics for Data Science
· Data Visualization
· Experimental Design
· Data Analytics & Machine Learning
· Human-Centered Topic Models
· Research Methods
· Information Systems, Services and Design
· Systems Thinking & Design
· Data Modeling & Database Design
· Human Values in Data Science
Bachelor of Arts
McGill University
Faculty of Arts
2017-2021
Montreal, Canada
Liberal Arts (Major concentration)
Psychology (Minor concentration)
East Asian Languages, Literature and Culture (Minor concentration)
GPA: 3.78 /4.0
Academic Exchange at Sophia University, Tokyo, Japan (Spring 2019)
Skills
Data Science
Python (Pandas, Numpy, SciKitLearn, Pingouin, ...)
SQL & Database Modelling
Data Analysis / Statistical Analysis
Machine Learning (classification, cluster analysis, topic modelling, ...)
Data Visualization
Languages
English (native)
French (native)
Spanish (intermediary)
Japanese (beginner)
Others
Figma & Web design
Adobe Lightroom, Photoshop, Premiere Pro
Digital photography
Microsoft Office
LaTeX
Awards & Distinctions
Clarendon Scholarship
2023-2026
Fully-funded scholarship for the University of Oxford.
Data Science Hackathon 1st place
March 2023
Hackathon organized by Service Canada and the University of Toronto's Faculty of Information. Our team won the first place for presenting a data-driven solution for fraud detection and integrity protection for a family benefits program.
Toronto Human-AI Interaction Research School Honorarium
2022
Honorarium received for the completion of the Toronto Human-AI Summer Research School.
Dean's Honor List
2019
Recognition for students in the top 10% of the Faculty (McGill University).
Golden Key International Honor Society Member
since 2018
Membership offered to students in the top 15% of their cohort at McGill University.