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Engineering in production

Real problems. Real metrics. No case study theatre.

Data Engineering · ADF / Databricks

Problem: Pipeline ingesting 2+ TB/min with recurring failures and duplicate records blocking downstream reporting.
Solution: Redesigned ingestion architecture with idempotent checkpoints, schema evolution handling and SLA-based alerting.
Result: Zero duplicate incidents in 6 months. Reporting SLA reduced from 4h to 18 min.

Systems Integration · 50k tx/day

Problem: 35% of daily transactions failing silently due to integration mismatches between ERP and e-commerce platform.
Solution: Event-driven integration layer with dead-letter queues, automatic retry and full audit trail.
Result: Failure rate dropped to <0.3%. Operations team recovered 45% of manual processing time.

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