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Data Analyst Intern

Kijiji

Working as a data analyst intern at Kijiji, the largest Canadian online classifieds platform.

Undergraduate Research Assistant

Safety, Equity, and Design (SED) Lab, University of Toronto

Analyzed usability testing data and collaborated with SickKids Hospital to evaluate machine learning applications and team-based interventions in emergency healthcare settings.

Military Service

Republic of Korea Special Warfare Command

Bachelor of Applied Science

University of Toronto

Industrial Engineering

GPA: 3.7/4.0

• Machine Learning
• Operations Research

MIE Summer Research Award

University of Toronto

Awarded $7,500 to support undergraduate research on the application of machine learning in patient safety interfaces and healthcare usability.

Modeling and Forecasting Ontario’s Monthly Energy Consumption

Developed dynamic regression models to forecast monthly energy consumption trends in Ontario, achieving a 2% improvement in predictive accuracy over SARIMA baseline.

• Analyzed historical energy and weather data to uncover non-linear seasonal trends.
• Built a scalable pipeline for infrastructure planning and energy optimization.

Policy-Driven Birth Rate Analysis in South Korea

Evaluated the impact of maternity policies on South Korea’s fertility rate using multi-linear regression.

• Outperformed baseline models by 10% in predictive accuracy.
• Forecasted a 20% fertility improvement by increasing maternity leave to 84.5% by 2030.

Coffee Bean Multi-Classification

Trained a neural network using PyTorch and EfficientNet to classify four levels of coffee bean roasts.

• Achieved 90% test accuracy.
• Deployed live demo via Hugging Face Spaces for open-source access.