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Sai Kumar K
Mid-Level Frontend Engineer specializing in legal data platforms
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About
Built and operated end-to-end legal-document data pipelines fed by hundreds of scraper sources, emphasizing data quality validation, reliability (CloudWatch monitoring/alerting, retries, backfills), and serving enriched legal data via serverless AWS APIs (Lambda/API Gateway). Experienced in keeping API contracts stable with additive versioning practices and shipping MVPs quickly with CI/CD and observability in place.
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Key Strengths
- Owned end-to-end production data pipeline (ingestion → validation → transformation → API serving)
- Strong data quality focus across heterogeneous sources (null/duplicate/format/schema checks)
- Reliability engineering for scraper-driven pipelines (monitoring, alerting, retries, reruns)
- Experience serving processed data via serverless APIs (Lambda + API Gateway)
- Maintained API backward compatibility via stable contracts and additive changes
- Pragmatic early-stage delivery (MVP-first tradeoffs; set up CI/CD and observability early)
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