Data & AnalyticsClient: OmniRetail Global Brands
Real-Time Streaming Analytics & Cloud Data Warehouse
Constructed real-time streaming data pipelines and Snowflake warehousing processing 50M+ daily pings.
<1s
Query Latency
50M+
Daily Pings
+34%
Campaign ROI Lift
The Enterprise Challenge
Legacy batch processing delayed sales reporting by 24 hours, preventing executive leadership from optimizing ad spend during high-traffic promotional periods.
Engineered Solution
Built Apache Kafka streaming ingestion pipelines feeding dbt-transformed data into Snowflake with sub-second Metabase interactive reporting dashboards.
Verified Results & Impact
- Sub-second live sales analytics replacing 24-hour delayed legacy batch jobs
- Handled over 50 million daily telemetry events seamlessly without downtime
- Increased promotional ad campaign ROI by 34% through live conversion insights
Technologies Employed
PythonSnowflakedbtApache KafkaBigQueryTypeScript
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