- 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.
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Engineering in production
Real problems. Real metrics. No case study theatre.
- 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.