UNIVERSITY PROJECTS
A collection of projects from my postgrad in Business Analytics at Monash University, spanning machine learning, forecasting, data visualisation, and data privacy.
Blackjack simulator: a gamified R package
Developed an interactive R package that simulates Blackjack gameplay to teach probability and statistical thinking. Makes learning card probability intuitive and fun.
R Package dev Probability
Data anonymisation: protecting identity in real datasets
Applied data masking and anonymisation techniques to preserve analytical utility while protecting sensitive personal information. Explores the balance between privacy and data usefulness.
Python Anonymisation Data privacy
Predicting patient mortality risk with machine learning
Built a classification model to estimate the probability of patient mortality using clinical data. Covers feature engineering, model selection, and evaluation metrics suited for medical outcomes.
Python Scikit-learn Classification
Retail turnover forecasting using time-series analysis
Modelled and forecasted retail revenue trends using time-series techniques. Explored seasonality, trend decomposition, and compared multiple forecasting approaches.
R Time-series ARIMA
Air quality comparison (Melbourne vs Brisbane)
Created an interactive visualisation exploring air quality differences between two Australian cities. Highlights seasonal patterns, pollutant types, and urban environmental trends.
Python Data viz Environmental