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Humani Korem
Mid-level Software Engineer specializing in data pipelines and backend APIs
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About
Data engineer with Webster Bank experience owning end-to-end pipelines (APIs + databases) processing millions of records/day, improving data quality (25–30% fewer issues) and reliability (~99.9% successful runs). Built resilient external data ingestion/scraping systems (schema-change validation, idempotent backfills, monitoring/alerts) and shipped a FastAPI service exposing curated datasets with versioning and consistently low latency.
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Key Strengths
- Owned end-to-end production data pipeline processing a few million records daily
- Reduced downstream data issues ~25–30% via validation and transformation improvements
- Achieved ~99.9% successful pipeline runs through monitoring and early-failure detection
- Built resilient external data collection pipeline (retries, idempotency, safe backfills, schema-change validation)
- Shipped internal FastAPI data service with low latency, pagination, and endpoint versioning/backward compatibility
- Strong data traceability/lineage practices enabling faster debugging and higher downstream trust
- Pragmatic early-stage delivery: MVP-first, incremental scaling/refactoring without large rewrites
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