Case Studies
A selection of projects that show how I approach data engineering — from ETL modernization and pipeline optimization to data migration and AI-powered products.
biopanel.io — AI-Powered Health Analytics Platform
Full-stack AI platform that extracts biomarkers from blood-test PDFs across different labs, languages, and layouts — without lab-specific parsing rules.
EY / Microsoft — Financial Pipeline Optimization
Cut the runtime of two critical Microsoft BizApps financial pipelines from 12h combined to 4h — by diagnosing hidden failures and redesigning execution logic on Azure Fabric.
Hershey's — $750K Pipeline Automation
Modernized the reporting stack at Hershey's Mexico CoE: automated ETL with Azure and Databricks, and migrated 100+ reports off a third-party vendor.
8am — Client Data Migration Engineering
Repeatable client migration workflows with an automated profiling and validation gate that catches defects before the final transfer.
Wizeline — AI Data Assistant & Pipeline Optimization
Built a natural-language data assistant on Databricks Genie AI + Streamlit, and cut a production pipeline's runtime by 32%.