Design & test real-time data pipelines using Apache Kafka & Flink

✔️ Validate schemas, check business logic, measure throughput & latency

✔️ End-to-end testing across market data chains & fault injection

✔️ Collaborate with diverse teams + track defects

✔️ Leverage finance domain knowledge (Equities, FX, etc.)

✔️ Use GitLab + CI/CD for DevOps

✔️ Break down complex systems into testable bits