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jadeeechen/README.md

Website LinkedIn Email

About Me

I am a data scientist with a background in behavioural neuroscience. I specialize in statistical analysis, predictive modeling, and data visualization using Python, R, and SQL.

Outside of data, I enjoy rock climbing and have spent several summers climbing across Canada, the US, France, Spain, and Croatia. However, my recent obsession is beach volleyball!

Fun fact: I worked as a pastry chef for over five years.


Projects

Cookbook OCR & Digitalization

2026 — WIP

Digitizing my 10yr+ old recipe book using OCR, text cleaning, and parsing pipelines to create structured, searchable recipes and a digital cookbook.

Healthy Diet Dashboard

2026

Exploring the cost of a healthy diet (PPP USD) across countries from 2017 to 2024 for policy analysts and public health researchers.

Beautiful Numbers

2026

A Python package for exploring numerical properties and representations, including prime numbers, binary and hexadecimal conversion, and Fibonacci sequences.

Relationship Quality Prediction

2025

Exploring how demographic and relationship factors influence self-reported relationship quality using survey data and a logistic regression model.

Predicting Age from Drug Use

2025

Predicting whether an individual is a youth or adult from reported substance use and health survey data using statistical classification models.

COVID-19 Athlete Dashboard

2023

Interactive dashboard comparing mental well-being, loneliness, and psychological health between athletes and non-athletes during the COVID-19 pandemic.

Tech Stack

Languages Python R SQL JavaScript C++
Databases PySpark NoSQL PostgreSQL MySQL Microsoft SQL Server BigQuery Databricks
ML & AI PyTorch TensorFlow scikit-learn XGBoost
Visualization Plotly Matplotlib Seaborn Altair Tableau Power BI Shiny
Cloud & Deployment Docker MLflow AWS Google Cloud GitHub Actions
Developer Tools Git GitHub Conda Jupyter Quarto GNU Make

GitHub

Popular repositories Loading

  1. jadeeechen.github.io jadeeechen.github.io Public

    JavaScript 1

  2. avalanche_prediction avalanche_prediction Public

    HTML 1

  3. hello-world hello-world Public

    temporary repository

  4. stat-301_student-performance-mathematics_winter-2023 stat-301_student-performance-mathematics_winter-2023 Public

    Jupyter Notebook

  5. UBC-Medicine-Datathon-2025 UBC-Medicine-Datathon-2025 Public

    Python 1