Python
Bank Churn
Prediction
An exercise in prediction decision thresholds to maximize recall.
Feature Engineering
Predict Proba
Precision v Recall
Visualizations
Data Storytelling
Python
TikTok Engagement Forecasting
Using TikTok metadata, engagement metrics were analyzed to predict engagement within trend windows.
Data Import
Null Handling
EDA
Data Visualizations
Feature Engineering
Model Selection/Testing
Hyperparameter Optimization
Data Storytelling
Python
Tableau
Bixi Ride analysis
Leveraging Tableau's functionality to analyze Bixi (public bike sharing) ride data to create visuals and tell a valuable data story.
Industry project
Cross functional 24-hour challenge
A cross-functional 24-hour challenge to propose updates to the member experience for Air Canada's rewards program. UX/UI design, Software Engineering, and Data Science combined to produce the recommendations included.