Based in Toronto, ON
I am a third-year student at U of T who loves using ML techniques to reveal narratives in data and create predictive models for future insights.
Loan Approval Prediction
Used Logistic Regression to determine whether or not a client will default on their loan. Used binning to transform continuous variables into categorical variables for ease of understanding and to be put onto a simple scorecard.
Hepatitis Mortality Prediction
Trained Linear Regression, KNN, and Decision Tree models to predict a patient’s probability of survival with interpretation. Used Streamlit to deploy ML models to an interactive web app.