Case Studies
Deep dives into production data engineering solutions with measurable business impact.
Tampa Rent Signals Data Pipeline
Production-ready data engineering pipeline integrating Zillow, ApartmentList, and FRED data with dbt Core, Great Expectations, and Dagster orchestration on Snowflake.
Key Results
Technology Stack
LeaseRadar - Full-Stack Rental Market Platform
End-to-end full-stack application combining Next.js 14 frontend with FastAPI backend, featuring real-time market analytics, interactive data visualizations, and comprehensive rental market insights powered by Snowflake data warehouse.
Key Results
Technology Stack
Real-Time Offers Engine — Kafka → Spark → S3 → SQS/Lambda
Built a sub-minute streaming pipeline that enriches card transactions and triggers SMS-style offers; PII-safe data lake in S3.
Key Results
Technology Stack
E-commerce Data Warehouse
Production-ready cloud-native data warehouse showcasing modern data engineering practices with Medallion Architecture on Google Cloud Platform.
Key Results
Technology Stack
Earthquakes Lakehouse (Azure)
ADF → ADLS Gen2 → Databricks Delta (Bronze/Silver/Gold) with dbt marts and Azure Monitor alerts.
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Technology Stack
Taxi Lakehouse (Azure)
ADF Copy to ADLS, Databricks Bronze/Silver, and dbt Gold fact fct_taxi_daily with email alerts and CI integration.
Key Results
Technology Stack
SEC EDGAR Financials Warehouse
Production-style lakehouse architecture processing SEC financial data with BigQuery, dbt, and automated data quality validation.
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Technology Stack
Cloud-Native Crypto ETL
Serverless cryptocurrency data pipeline using Cloud Run Jobs, BigQuery, and Terraform with automated cost optimization.
Key Results
Technology Stack
Recruit Reveal - Low-Latency Model Serving
Machine learning model deployment on Databricks with Python SQL UDFs for real-time NFL draft predictions.