Projects, Case Studies and Work

Throughout my career, I've worked on a diverse range of data and analytics projects. From university research to professional consultancy work, each project represents a unique challenge and learning opportunity. Here you'll find a curated selection of my work, demonstrating my approach to problem-solving and technical implementation.

The projects are categorised into:

  • Professional Work: Client and enterprise solutions
  • University Projects: Academic research and coursework
  • Personal Projects: Self-directed learning and experimentation

Professional Projects

I Read 5,000 books in 30 minutes. But Why?

I Read 5,000 books in 30 minutes. But Why?

An exploration of text complexity analysis using NLP techniques to improve learning and development resources at NAB

Python Natural Language Processing TF-IDF Analysis Project Gutenberg API Data Visualisation
How We Transformed Our File Processing: A Journey from Tedious to Effortless

How We Transformed Our File Processing: A Journey from Tedious to Effortless

An automated solution that processes hundreds of CSV files daily, transforming manual data handling into a streamlined operation

Python Pandas Jupyter Notebooks Data Processing Automation

Personal Projects

urmeetingcost.lol - Meeting Cost Calculator

urmeetingcost.lol - Meeting Cost Calculator

A web application that calculates the real cost of meetings based on attendee salaries and time spent.

React TypeScript Python Flask SQLite Chart.js

University Projects

Synthetic Data Generation

Synthetic Data Generation

Creating and pre-processing synthetic data for analysis and testing.

R tidyverse ggplot2 statistical analysis
Flu Vaccination Analysis

Flu Vaccination Analysis

Applied analytics study on flu vaccination patterns and effectiveness.

R tidyverse ggplot2 statistical analysis
Streaming Recommendation Engine

Streaming Recommendation Engine

Impact analysis of a new recommendation engine on streaming engagement.

R tidyverse ggplot2 regression analysis
Analysing the Relationship Between Indigenous Land Management and Educational Outcomes in Australia

Analysing the Relationship Between Indigenous Land Management and Educational Outcomes in Australia

Data wrangling project integrating Indigenous land management and educational outcome datasets to explore relationships across Australia.

R tidyverse data wrangling statistical analysis
Interactive Data Visualisation

Interactive Data Visualisation

R Shiny application for dynamic data exploration and analysis.

R Shiny tidyverse ggplot2 interactive visualization