At ALDI DX GmbH, I curate and prioritize backlogs and PI Objectives across cross-module squads, with Definition of Ready and Definition of Done quality gates that achieved an 84% TQA audit score.
I architected event-driven data pipelines using Azure Event Grid, FastAPI, PostgreSQL, and Cosmos DB to turn enterprise transactional streams into analytical data models across five international markets. I also delivered AI products using Azure OpenAI and CLIP embeddings, with anomaly detection and semantic validation that reduced processing lead times from three days to under 15 minutes.
Previously, at ctrl QS GmbH, I directed discovery and rollout for multi-market B2B platforms and translated client needs into user stories, journeys, and API contracts. At Tata Consultancy Services, I collaborated with data engineers on SQL Server reporting, SSIS workflows, and API regression testing.

