Experience

Engineering data products with business context.

I build practical products and end-to-end data systems that turn ideas into working software.

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Professional experience

Senior Consultant, Data Analytics

PwC Australia

2025 — Present

Sydney, Australia

  • Refactored a core multiprocessing Python module with modular packaging and process-safe logging, improving execution speed by 30%.
  • Translated complex wage-remediation models into executive dashboards supporting assessment against FWO regulations and Enterprise Agreements.
  • Acted as the technical liaison between business units and engineering teams to define and deliver data solutions.
  • Mentored junior consultants in Python modelling, Alteryx workflow design, code review, and validation standards.
PythonSQLAlteryxPower BI

Consultant, Data Analytics

PwC Australia

2022 — 2025

Sydney, Australia

  • Architected Azure pipelines integrating SQL input caching and automated multi-scenario validation loops.
  • Engineered ETL pipelines with SQL and Databricks to clean and model large historical datasets for compliance reporting.
  • Created Python validation frameworks that reduced processing time by 80% while minimising manual reconciliation.
  • Designed Power BI and Qlik dashboards that made complex model outputs accessible to corporate stakeholders.
AzureDatabricksPythonT-SQLPower BIQlik

Group Insurance Analyst

Australian Group Insurance

Oct — Dec 2022

Sydney, Australia

  • Analysed and reconciled client data for accurate premium calculations and policy compliance.
  • Performed peer quality-assurance reviews to improve calculation consistency.
Data AnalysisQuality Assurance

Projects

Data engineering

ApexFlow

An AI-assisted Formula 1 analytics platform that ingests OpenF1 data, orchestrates historical backfills, builds tested BigQuery models, and serves an interactive dashboard. I designed, reviewed, tested, and iterated the flow from ingestion through transformation to delivery.

ELT → dashboard
PythonAirflowGCSBigQuerydbtStreamlitTerraform
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Product delivery

Subtrack Web

A private-by-default, self-hosted subscription manager built with Codex under my product direction. I defined requirements, tested user and recovery workflows, validated releases, and operate the local deployment.

Directed & tested
Product DirectionFunctional TestingRelease ValidationSelf-hosting
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Web development

Portfolio Website

A content-driven portfolio built with Flask and Jinja, styled with Tailwind CSS, configured through YAML, and deployed on Vercel with responsive and browser-tested layouts.

Designed & shipped
PythonFlaskJinjaYAMLTailwind CSSVercel
View repository ↗

Education

2020 — 2022

Master of Commerce

Business Analytics & Finance

University of Sydney

High Distinction WAM — 87.5/100

2017 — 2020

Bachelor of Actuarial Studies

Minor in Finance

University of New South Wales

Earlier experience

Finance Research Intern

Sovereign Wealth Fund Institute

Jan — Mar 2022

Peer Mentor

University of Sydney

Feb — Apr 2022

Industry Impact Project

University of Sydney

Feb 2022