Projects
A sample of my work and projects
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Customer Segmentation Visualiser Data Pipeline
Data AnalyticsBuilt an Alteryx pipeline to load customer attributes into a Tableau audience dashboard for self-service segmentation.
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GCP Data Migration
Data EngineeringLegacy AWS S3-based pipelines needed to move to Google Cloud without disrupting downstream reporting.
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Building a New Pipeline for Third-Party Aggregator Data
Data EngineeringThird-party aggregator data for verifying home loan customer information was arriving manually as Excel files, with no defined structure or automated process.
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BDM Trigger Data Pipeline
Data AnalyticsBroker trigger performance was difficult to evaluate without a reliable analytics pipeline.
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Trigger-Based Intervention - A/B Testing (Frequentist vs. Bayesian)
Data AnalyticsA trigger system flagging at-risk home loan applications lifted broker follow-up action from 30% to 80% — but did that operational win actually drive more completed loans?
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AI Network Fraud Detection
Data AnalyticsFraudulent home loan application patterns were hard to detect quickly across operational workflows.
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Alteryx Downstream Impact Analysis
Data AnalyticsDownstream reporting dependencies were unclear when upstream Alteryx workflows changed.