Case Studies
A look at real problems, the architectures I designed to solve them, and the measurable results delivered. Client names anonymized by agreement.
Real-Time Analytics Pipeline
Fortune 500 E-Commerce Platform
Transformed a batch-processing analytics system into a real-time streaming pipeline, enabling business decisions on live data rather than day-old reports.
Cloud Data Warehouse Modernization
Regional Healthcare Analytics Provider
Migrated a decade-old on-premise SQL Server data warehouse to a modern cloud-native architecture, unlocking self-service analytics and cutting infrastructure costs by 60%.
ML Feature Store Platform
Series B FinTech Startup
Built a centralized feature store that reduced model development time from weeks to days, while ensuring consistent feature computation between training and production serving.
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