CATEGORY

Work · Property Market · Forecast Modelling · Research

Thirty years of Australian housing: a PCA-ARIMAX econometric study

Contributed to a published econometric study on Australian housing market dynamics spanning three decades. Applied PCA, constructed linear combination proxies, and built regression and ARIMAX models to analyse structural drivers of price movement.

Work · Business Intelligence · Data Migration

Power BI migration & social housing dashboards

Supported the organisation's transition from Excel to Power BI by conducting KPI data mapping and exploring the data warehouse to identify and validate metrics for key business measures.

Work · Digital Consultancy · Stakeholder Management

Digital consulting & client proposals across global brands in China

Led the end-to-end proposal process for digital transformation engagements across a portfolio of global clients in the Chinese market. Projects spanned e-commerce revamps, digital ecosystem strategy, UI/UX redesign, and brand animation.

Academic · R package

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.

Academic · Data privacy

Data anonymisation: protecting identity in real datasets

Applied data masking and anonymisation techniques to preserve analytical utility while protecting sensitive personal information.

Coming soon

Academic · Machine learning

Predicting patient mortality risk with machine learning

Built a classification model to estimate the probability of patient mortality using clinical data.

Coming soon

Academic · Forecasting

Retail turnover forecasting using time-series analysis

Modelled and forecasted retail revenue trends using time-series techniques.

Coming soon

Academic · Data visualisation

Air quality comparison (Melbourne vs Brisbane)

Created an interactive visualisation exploring air quality differences between two Australian cities.

Coming soon

Personal · Labour market · ABS open data

Reading the Labour Force Data: What the Headlines Miss

What the ABS data actually says about COVID recovery, second jobs, and migration, responding to social media claims with charts.

Personal · Marine biology · Australian ocean data

Where the turtles roam

Sea turtle sighting patterns around Australian coastlines using open biodiversity data from the Atlas of Living Australia.

Personal · Text analysis · Film

What does Ryan Gosling actually say?

A sentiment and text analysis of Ryan Gosling's most iconic roles, exploring recurring themes and emotional tone across his filmography.

Coming soon

Personal · Tennis · Australian Open data

Serving up stats

What separates Grand Slam winners from first-round exits? A deep dive into Australian Open match data.

Coming soon

Personal · Urban planning · ABS Census data

Who lives where

Income, density, and diversity across Greater Melbourne using 2021 Census data.

Coming soon

Personal · Supply chain · Linear programming

Farm to shelf

Optimising an agricultural supply chain with real Australian data using linear programming.

Coming soon