Projects.
Pipelines and platforms I've built end to end, from raw ingestion to the dashboards people actually use.
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Claims360
Real-time revenue cycle analytics on an Azure Databricks lakehouse.
Health systems keep claim submissions, clearinghouse acknowledgements (277CA) and payer remittances (835) in separate silos, so finance teams reconcile spreadsheets by hand. Claims360 streams all three into one governed medallion architecture and tracks first-pass yield, denial rates and revenue leakage.
- Impact
- 15% faster reconciliation
- Sources
- EHR · 277CA · 835
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UrbanPulse
Real-time city traffic intelligence from streaming IoT sensors.
A Lakeflow pipeline that ingests traffic sensor events, cleans and deduplicates them, and rolls them up into per-minute and per-hour zone facts. Databricks SQL dashboards surface congestion hotspots, active alerts and sensor health so operations teams can act before bottlenecks cascade.
- Scale
- 20 sensors · 5 zones
- Output
- Real-time SQL dashboards
