Data Automation & Analytics
Eliminate the manual work that's slowing your team down.
I automate the workflows that free your team from manual data processing.
Who this is for
- → Banks and financial institutions with complex regulatory reporting
- → Operations teams drowning in manual data reconciliation
- → Analytics teams spending more time on data prep than analysis
- → Companies with fragmented data across many source systems
Problems this solves
- • Manual data processing consuming analyst time that should go to insights
- • Fragile spreadsheet-based pipelines that break with any upstream change
- • No audit trail or documentation for how numbers are derived
- • Compliance reporting that takes weeks instead of hours
What I do
ETL Pipeline Design
End-to-end pipeline architecture from raw ingestion to clean, queryable data
Regulatory Automation
Compliance reporting pipelines with full audit trail and validation
Multi-Source Integration
Connecting disparate systems into a single, consistent data layer
Operational Dashboards
Real-time monitoring with Grafana, Metabase, or custom tools
Test Automation
Robot Framework and Python test suites for data quality and correctness
Deliverables
- ✓ Documented ETL pipeline with test coverage
- ✓ Operational runbook for maintenance
- ✓ Before/after time measurement for ROI quantification
- ✓ Monitoring and alerting for data quality
Example outcomes
50% reduction in development and testing time at ANZ Bank
ETL pipelines across 70+ source systems for APRA regulatory compliance
Zero-touch automation for previously manual banking workflows
Tools & methods
Related case studies
Lets collaborate!
Whether you need a quantitative researcher, an machine learning systems builder, or a technical advisor — I'm available for select consulting engagements.
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