All projects

A RAG-powered decision-support assistant for Australian Workers Compensation queries, built by a practising Claims Advisor at Suncorp Group. Grounds LLM answers in authoritative legislation and policy documents with inline source citations and a 20-question evaluation harness.

End-to-end insurance data warehouse built on 1.7M real flood insurance claims and 1M policies from FEMA's NFIP, ingested via REST API. Medallion Architecture pipeline producing loss ratios, claims triangles, and portfolio-level KPIs across five US states.

When inflation rises, insurance claims get more expensive — but the bill doesn't arrive until months later. Using ABS, RBA, and APRA data, I built an analytics system to detect economic warning signals before they hit the books: lead-lag correlations, predictive models, and a live stress-test dashboard for four macro scenarios.

A six-model machine learning benchmark on 10,000 bank customers — investigating not just which algorithm wins, but how to meaningfully improve recall on a real-world imbalanced dataset using SMOTE, sample weighting, and threshold tuning.

Tweedie regression pipeline estimating Pure Premium across 677k+ motor insurance policies — with reactive Streamlit dashboard, model evaluation, and feature importance analysis.

Comprehensive HR analytics dashboard visualising workforce demographics, salary trends, and performance insights using Tableau and Python-generated data.

Explore Australia Wildfire Dashboard—an interactive app using Dash and Plotly. Analyse historical wildfire data, trends, fire intensity, and key metrics across regions with visual, insightful tools.

Analysed Ayusy YouTube channel using EDA and YouTube API to uncover insights on video duration, titles, and engagement. Findings helped shape data-driven strategies to boost reach and performance

Interactive dashboard built using Python, Streamlit, and Plotly to analyse insights from the 2024 Stack Overflow Developer Survey. Explores trends in salary, roles, languages, and geography.

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.