Ashish M G

Staff Data Engineer @HelloFresh

Berlin, DE

Defined and led the architecture of a mission-critical real-time Product Availability Management platform using Apache Flink and Kafka, supporting the organization’s strategic Menu Expansion initiative. • Established an event-driven streaming architecture ingesting multi-topic SKU-level signals to compute accurate, low-latency product availability at scale. • Eliminated manual, spreadsheet-based operational workflows, replacing them with a resilient, automated streaming system with strong data consistency guarantees. • Enabled downstream recommendation systems with high-fidelity real-time availability data, driving measurable reductions in wastage and improving customer experience. • Ensured fault tolerance, scalability, and production-grade observability for a P0 system with direct revenue and operational impact.