Insurance Data Analyst · Canberra, Australia
I build predictive models
for insurance & risk —
from the inside.
Currently a Claims Advisor at Suncorp. Most analysts study insurance from the outside. I understand how claims are lodged, reserves are set, and regulatory frameworks shape every data point in the pipeline.
Predicting Customer Churn: Selecting the Optimal ML Model
A comprehensive comparison of 5 ML algorithms to classify bank customer churn. Gradient Boosting (GBM) was identified as the optimal model, maximising the 'catch rate' for at-risk customers.
Data Warehouse and Analytics Project
End-to-end SQL Server data warehouse & analytics solution showcasing robust ETL pipelines data modeling, and interactive dashboards, demonstrating skills in data engineering and business intelligence.
HR Analytics Dashboard
Comprehensive HR analytics dashboard visualising workforce demographics, salary trends, and performance insights using Tableau and Python-generated data.
Predictive Claims Liability Model: Insurance Risk Oversight
Predictive dashboard leveraging a Tweedie Regressor on 670k+ policies to forecast insurance liability, optimising reserves and risk oversight for complex portfolios.
Open to opportunities — Insurance Data Analyst & BI Analyst roles in insurance and financial services