Projects
Fintech · Frankfurt
Data platform for a fintech
A single data platform unifying reporting, risk analysis, and AI-powered forecasting.
Challenge
Data lived across seven systems. Reports were manually assembled in Excel — every single week.
Solution
Data pipeline with dbt and Snowflake, dashboards with role-based access, ML models for risk scoring.
Results
Weekly reporting effort from 2 days to 10 minutes. Risk detection 3 days earlier.
Tech
Snowflake, dbt, Python, PyTorch