Case studies
Selected work, told as problem → approach → stack → outcome.
St Catherine’s School, Sydney · Data Analyst / Engineer·2026 – present
Data systems for a school
Turning fragmented, manual reporting into reliable, decision-ready data.
DataAutomationRead case study
Master of SWE & AI · Machine Learning·2026
Review Pulse - multi-domain sentiment classifier
An ML pipeline that classifies product-review sentiment and holds up across four retail domains.
AI/MLDataRead case study
Master of SWE & AI · Cloud Computing Fundamentals·2026
Secure cloud architecture for a delivery startup
Designing a scalable, defense-in-depth AWS architecture for a 10× surge.
SoftwareDataRead case study
Master of SWE & AI · Cloud Computing (Assessment 3)·2026
Self-hosted BI with Apache Superset
Deploying open-source BI end-to-end on two clouds - and learning where deployments actually break.
DataAutomationRead case study