Sophie's Portfolio
About Me
Hello, I'm Sophie, a University of Toronto Scarborough student. I am an aspiring data analyst and I love hackathons and I'm currently learning web development. I recently participated in the DS3 datathon, where my team placed 6th out of 27 teams! My favorite foods are ramen, fishballs, curry, and burgers.
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My Projects
Personal academic performance analysis
- Visualized the data
- Made new features (class level, category, etc.)
- Compared class vs. individual performance
- Identified highest and lowest grades
Crude Oil Time series analysis
- Preprocessed and transformed the dataset
- Analyzed the data
- Fitted and evaluated ARIMA, ARIMA with time, and cointergated time series models
- Contributed to refining the report that presented key findings and insights.
DS3 Datathon 2025, LSGS Team
- Placed 6th out of 27 teams
- Used R to explore and clean data
- Trained a binary classification model with 94.47% accuracy
Project Dates
| Project: | Date: |
|---|---|
| Personal academic performance analysis | March 2026 |
| IdentityMaster | January 2026 |
| Crude Oil Time series analysis | October - December 2025 |
| Dump It Like It's Hot | September 2025 |
| Shopping Website | August 2025 |
| DS3 Datathon 2025, LSGS Team | February 2025 |