SAM Portfolio

Available for Projects · Melbourne, VIC

Senior Analytics
Engineering
Consultant

I architect end-to-end data solutions for enterprise organisations — cloud migrations, real-time pipelines, BI platforms, and ML-driven analytics. 8 years across financial services, logistics, construction, media, and SaaS. I also train and mentor data teams.

8+
Years Experience
10+
Enterprise Clients
20+
Certifications
9
Industries
Financial Services
Superannuation
Logistics
Construction
FMCG
Media & Publishing
Recruitment
Education
SaaS / Enterprise
Federal Government
Financial Services
Superannuation
Logistics
Construction
FMCG
Media & Publishing
Recruitment
Education
SaaS / Enterprise
Federal Government
Featured Projects
End-to-end data solutions across industries
Financial Services
Financial Analytics Platform Migration — Fintech Enterprise
↗ Eliminated critical query performance bottlenecks
Migrated a high-volume financial analytics platform from legacy infrastructure to a modern lakehouse architecture, redesigning data access patterns and building automated metadata cataloguing pipelines.
AWS GluePySparkDremioDatabricks+3
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Business Outcomes
Eliminated critical query performance bottlenecks across the platform
Enabled governed self-serve analytics for BI and engineering teams
Delivered Superannuation forecasting capability supporting marketing, compliance & audit functions
Migrated a high-volume financial analytics platform from legacy infrastructure to a modern lakehouse architecture. Redesigned data access patterns, built automated metadata cataloguing pipelines, and implemented CI/CD deployment governance across test and production environments. Delivered real-time governance dashboards to track migration health.
Full Tech Stack
AWS GluePySparkDremioDatabricksAWS Step FunctionsGitHub ActionsPythonSQL
Recruitment
500+ Dashboard Cloud Migration — Leading National Job Platform
↗ Delivered 2 weeks ahead of schedule, zero production incidents
Orchestrated the full migration of 500+ production dashboards from on-premise Tableau Server to Tableau Cloud, coordinating cross-functional teams, data validation, and phased cutover planning.
Tableau ServerTableau CloudSQL
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Business Outcomes
Delivered 2 weeks ahead of schedule with zero production incidents
Zero data loss across 500+ mission-critical reporting dashboards
Uninterrupted analytics access for thousands of daily end users
Orchestrated the full migration of 500+ production dashboards from on-premise Tableau Server to Tableau Cloud for a leading national job platform. Managed cross-functional stakeholder alignment, data validation, UAT, and phased cutover planning to ensure zero disruption to reporting operations.
Full Tech Stack
Tableau ServerTableau CloudSQL
Logistics & Infrastructure
End-to-End Data Pipeline — Major Australian Port Operator
↗ 60% reduction in manual data processing time
Architected a full ETL pipeline replacing manual data workflows for a major Australian port operator, including automated transformation, quality checks, and stakeholder reporting layers.
Azure Data FactoryPythonSQL
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Business Outcomes
60% reduction in manual data processing time
99.9% data accuracy achieved post-implementation
Freed analyst capacity from manual work to higher-value strategic tasks
Architected a full ETL pipeline replacing manual data workflows for a major Australian port operator. Included automated transformation layers, data quality validation, anomaly detection, and stakeholder-facing reporting dashboards — replacing a fragmented manual process with a reliable, auditable pipeline.
Full Tech Stack
Azure Data FactoryPythonSQL
Construction
Health & Safety Analytics Platform — National Construction Enterprise
↗ 45% faster incident reporting, 100% regulatory compliance
Built an enterprise analytics platform tracking safety incidents, compliance KPIs, and regulatory metrics across a national construction enterprise. Established a full data governance framework.
DatabricksPower BIPythonSQL
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Business Outcomes
45% faster incident reporting across all construction sites
90% improvement in compliance tracking and audit readiness
100% regulatory compliance achieved — zero audit findings
Built an enterprise analytics platform tracking safety incidents, compliance KPIs, and regulatory metrics across a national construction enterprise. Established a full data governance framework aligned to industry standards, replacing manual spreadsheet-based safety reporting with a real-time, drill-down analytics platform.
Full Tech Stack
DatabricksPower BIPythonSQL
Financial Services
ML-Driven Sales Forecasting — National Financial Services Lender
↗ $2M in revenue opportunities identified
Developed a machine learning-powered customer insights dashboard integrating multiple data sources to surface revenue opportunities and improve sales forecast accuracy.
PythonDBTSnowflakeTableau
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Business Outcomes
40% improvement in sales forecast accuracy
$2M in new revenue opportunities identified and actioned by sales teams
Adopted as the primary sales planning and targeting tool across the organisation
Developed a machine learning-powered customer insights dashboard for a national financial services lender, integrating multiple data sources to surface revenue opportunities, predict churn, and improve forecast accuracy for sales teams. Included automated model refresh pipelines and explainability layers for business stakeholders.
Full Tech Stack
PythonDBTSnowflakeTableau
FMCG
Marketing Analytics & Campaign ROI — National FMCG Franchise Group
↗ 85% increase in campaign ROI tracking accuracy
Engineered a unified marketing analytics solution enabling real-time campaign attribution and ROI reporting to replace fragmented manual tracking across the franchise network.
DBTPythonSnowflakeFivetran
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Business Outcomes
85% increase in campaign ROI tracking accuracy
Enabled data-driven budget allocation across all marketing channels
Replaced fragmented manual reporting with a single unified source of truth
Engineered a unified marketing analytics solution for a national FMCG franchise group, consolidating data across digital, in-store, and paid channels into a single platform. Enabled real-time campaign attribution, ROI reporting, and budget optimisation to replace fragmented manual tracking processes.
Full Tech Stack
DBTPythonSnowflakeFivetran
Logistics
CI/CD Pipeline Automation — National Courier & Logistics Company
↗ 75% reduction in deployment cycles
Implemented automated CI/CD workflows for data pipelines including structured testing, version control, and environment-specific deployment processes — eliminating all production data incidents.
GitHub ActionsPythonSnowflakeSQL
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Business Outcomes
75% reduction in deployment cycles
Zero production data incidents post-implementation
Significant reduction in engineering overhead and manual release effort
Implemented automated CI/CD workflows for data pipelines at a national courier and logistics company, introducing structured automated testing, version-controlled deployments, and environment-specific promotion processes. Replaced ad-hoc manual deployments with a governed, repeatable pipeline release process.
Full Tech Stack
GitHub ActionsPythonSnowflakeSQL
Media & Publishing
Ad Sales KPI Dashboard — National Media Organisation
↗ 90% improvement in revenue visibility across regions
Led a cross-timezone international team to design and deliver a unified ad sales performance dashboard, consolidating fragmented revenue reporting into a single source of truth.
TableauPythonLookerSQL
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Business Outcomes
90% improvement in revenue visibility across regions and time zones
80% reduction in manual reporting effort across commercial teams
Adopted as the primary reporting tool for the entire commercial organisation
Led a cross-timezone international team to design and deliver a unified ad sales performance dashboard for a national media organisation, consolidating fragmented revenue reporting across sports, entertainment, news, and finance departments into a single, real-time source of truth.
Full Tech Stack
Tableau DesktopTableau ServerPythonLookerSQL
Experience
Click any role to expand full detail
Senior Analytics Engineering Consultant
Mantel Group
+
  • Embedded consultant delivering financial engineering and analytics solutions for large-scale Australian fintech and financial services organisations
  • Architected and built a Databricks lakehouse platform from scratch, replacing a legacy Azure-based data platform with a modern, scalable architecture
  • Led full cloud-to-cloud migration from Azure to Databricks, redesigning ingestion, transformation, and consumption layers end to end
  • Delivered analytics and data engineering solutions using AWS, Dremio, PySpark, and Databricks for high-volume financial datasets
  • Gained direct exposure to federal government data requirements including governance, compliance, and audit-grade data pipelines
  • Partnered with finance leadership, principal architects, and investment stakeholders to define data architecture patterns and deployment strategies
  • Implemented CI/CD deployment workflows using GitHub Actions, introducing structured version control and secure pipeline execution
AWS GluePySparkDremioDatabricksAWS Step FunctionsGitHub ActionsPythonSQL
Senior Data Analytics Consultant
KeyData
+
  • Consulted with small, medium, and large enterprises to design and implement modern data platforms from scratch across 10+ client engagements
  • Evaluated and compared analytics technologies (Tableau vs Power BI, Snowflake vs Redshift, DBT vs custom ETL) recommending best-fit solutions based on client scale and maturity
  • Delivered end-to-end implementations covering ingestion, transformation, visualisation, and governance for every engagement
  • Conducted structured employee training and knowledge transfer sessions as part of every project handover, upskilling client teams on platforms delivered
  • Managed stakeholder relationships across technical and non-technical audiences, translating complex business requirements into scalable data solutions
  • Reduced data latency by 70% and cut processing costs by 45% through Snowflake implementation using UDFs and Snowpipe
  • Clients spanned recruitment, logistics, construction, FMCG, financial services, childcare, and media sectors
TableauSnowflakeAzure Data FactoryAWS LambdaFivetranDBTGitHub ActionsPower BIDatabricksPython
Senior Data Analyst
NewsCorp Australia
+
  • Built automated data pipelines and analytics solutions using Tableau, Tableau Prep, and Python across multiple departments including media, sports, finance, and advertising
  • Enabled self-serve insights and performance reporting for editorial, commercial, and finance teams — reducing dependency on manual data requests
  • Led an international cross-timezone team to deliver a unified ad sales KPI dashboard, consolidating fragmented revenue reporting into a single source of truth
  • Developed Python automation scripts that replaced manual data transformation workflows, reducing processing time by 80%
  • Used Looker to build ETL monitoring dashboards tracking data quality, pipeline health, and defect metrics
  • Automated Tableau Server maintenance tasks, improving system reliability and reducing administrative overhead by 65%
Tableau DesktopTableau ServerTableau PrepPythonLookerSQL
Tableau Success Engineer — APAC
Tableau / Salesforce
+
  • Provided APAC-wide technical support and product enablement for enterprise Tableau customers across full platform deployments
  • Supported clients through the complete Tableau implementation lifecycle — installation, data connectivity, calculations, visualisations, performance tuning, and server administration
  • Diagnosed and resolved complex technical errors through deep debugging and troubleshooting, achieving 95% customer satisfaction across 1,000+ cases
  • Authored 70+ knowledge base articles on analytics queries, becoming a top 5 contributor to the global Tableau support knowledge base
  • Collaborated directly with Tableau’s product management, sustaining engineering, and developer teams to escalate and resolve product-level bugs
  • Ran 25+ Data Doctor training sessions for enterprise customers, achieving 98% positive participant feedback
  • Acted as a bridge between customers and the product team — translating real-world usage issues into actionable product feedback
Tableau DesktopTableau ServerTableau PrepSQLEnterprise Integrations
Certifications
20+ industry certifications across cloud, data, and AI platforms
AI & Generative AI
Databricks Certified Generative AI Engineer Associate (Nov 2025)
Databricks Academy: Generative AI Fundamentals (Oct 2025)
Snowflake
SnowPro Advanced: Data Engineer (Aug 2025)
SnowPro Core Certification (Oct 2023)
Hands-On Essentials: Data Applications (May 2025)
Hands-On Essentials: Data Warehouse (Sep 2023)
AWS & Azure Cloud
AWS Certified Cloud Practitioner (Feb 2025)
Microsoft Certified: Azure Data Scientist Associate (Sep 2021)
Microsoft Certified: Azure AI Fundamentals (Aug 2021)
Microsoft Certified: Azure Data Fundamentals (Jul 2021)
Microsoft Certified: Azure Fundamentals (Mar 2021)
Tableau / Visualisation
Tableau Certified Consultant (Feb 2024)
Tableau Desktop Qualified Associate (Jan 2020)
Tableau Analyst (Dec 2019)
Tableau Data Scientist (Dec 2019)
Tableau Desktop Specialist (Oct 2019)
Data & Analytics
Coalesce Certified: Coalesce Fundamentals (Feb 2025)
KPMG Virtual Internship: Data Analytics
Enterprise & Development
PEGA Certified Senior System Architect
PEGA Certified System Architect
Oracle Certified Professional: Java EE 5 Web Component Developer
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