Results-driven analytics leader with 8+ years of experience in building advanced end-to-end data data analytics and AI Enabled analytics solutions. Currently leading a team of 9 data analysts at UniSuper, delivering AI-enabled data products on the Databricks platform.
Proven track record of leading multi-million dollar data platform initiatives, developing and delivering production-grade AI Enabled data products, fostering speed to analytics and driving data-driven transformation across business units.
Lead and manage a high-performing team of 9 data analysts (7 Senior, 2 Junior), providing mentorship, career development frameworks, and structured delivery timelines.
Led the successful delivery of UniSuper’s $20M Modern Data Platform project, directing Data Modellers, Engineers, and Business Analysts in building foundational datasets on the Databricks gold layer.
Architect and deliver end-to-end Data Product solutions using the Databricks medallion architecture — from raw ingestion through to clean, modelled gold-layer datasets ready for consumption.
Build and deploy AI-enabled data products leveraging Databricks Metrics View, Genie Workspace, and Databricks One, enabling business users to perform natural-language-driven metrics analysis, unified data access, a single metrics view, and drastically increasing the speed to analytics.
Hands-on development using Databricks PySpark for large-scale data transformation and Databricks SQL for performant analytical queries across the lakehouse.
Implement and manage CI/CD pipelines using Azure DevOps, ensuring automated testing, version control, and reliable deployment of data products and analytics assets across environments.
Champion data product thinking across the organisation, bridging technical implementation with business value to drive self-serve analytics adoption.
Lead Data Analyst
Illion Australia & New Zealand
Melbourne, VIC
06.2021 - 10.2022
Mentored and managed 4 reporting analysts within the commercial and data analytics team, establishing structured work timelines and career development frameworks.
Acted as SME for receivables and credit management analytics, providing strategic analytics guidance across the wider Illion business.
Compiled tailored monthly operational and strategy analytics reports for the Head of Operations and Director of Receivables.
Engaged directly with Illion’s clients to understand analytics needs and built scalable insight solutions using Power BI and Python.
Key Projects:
Champion Challenger Analytics: Built a strategy-testing Power BI suite providing comprehensive insights on new vs. status quo strategy effectiveness across KPI, operational, revenue, and profitability metrics with integrated hypothesis testing. Deployed to production; 50+ strategies evaluated and transitioned the business unit from gut-feel to data-driven strategy management.
Tech: Advanced SQL, Python (EDA, hypothesis testing), Power BI
End-to-End Credit Analytics Solution: Developed a full credit management analytics framework for a key client, integrating multi-source data to deliver insight, operational, and onboarding analytics. Delivered ahead of schedule; initial 3-month contract extended to 18 months, generating an additional $2.5M revenue. Awarded the CEO Person of the Year.
Tech: Python, SAS, SAS DI, Advanced SQL, Power BI
Data Analyst
Illion Australia & New Zealand
Melbourne, VIC
09.2017 - 06.2021
Built advanced analytics capabilities for the receivables optimisation business unit, sourcing, wrangling, and analysing disparate datasets using Python, SQL, and SAS.
Liaised with external stakeholders, team leaders, and managers on a weekly/monthly basis for requirements gathering and built scalable Power BI reports.
Key Projects:
Customer Profitability Model: Built a profitability model from scratch in Power BI, integrating vendor cost data (SMS, Email, Dialer) and FTE costs with revenue data across 1,500 active clients. Enabled management to identify negative-yield customers, resulting in $600K net operational savings per FY. Won the CEO Performance Award.
Tech: SAS, Python, Advanced SQL, Power B
State of the Nation / Single Customer View: Inter-departmental project integrating data from all Illion business units, aggregated at postcode/LGA level for economic metrics insights. Responsible for receivables data sourcing, integration, and credit collections metrics in Tableau. Won the CEO Performance Award.
Tech: SQL, SAS, Python, Tableau
Education
Master of Science - Business Analytics
Deakin University
Melbourne, VIC
07-2017
Bachelor of Technology - Computer Engineering
Amrita University
Coimbatore
07-2014
Skills
Advanced SQL programming
Advanced Python programming
Power BI, Tableau, and QlikView
PySpark and Databricks SQL
Enterprise-grade AI-enabled data products
Azure DevOps & CI/CD Pipeline
Databricks metrics view, Genie workspace, and Databricks One
Data Quality Management
Organisational Data Transformation
Predictive Modelling
SAS base programming
Team Leadership & mentoring
Accomplishments
UniSuper:
3x CEO values award: Winner of 3x CEO values award for enabling data driven decision making across UniSuper via various analytical projects.
illion:
CEO Person of the year award: Recognised as Person of the year of FY21 by the CEO of Illion for excellence in providing value through analytics and for building an end-to-end credit analytics solution.
6x CEO Performance award: Winner of 6x CEO Quarterly performance award for excellence in delivering analytics projects.
Illion Thrive initiative: Was a part of Illion's Thrive team (A team comprising of illion's top 10 employees across all business units) to work on an inter departmental project to provide a data driven solution for overseas expansion.
Insights Analytics Manager, Advanced Analytics at Commonwealth Bank of AustraliaInsights Analytics Manager, Advanced Analytics at Commonwealth Bank of Australia