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Akashreddy Madduri
Senior Backend Engineer specializing in real-time data platforms for FinTech and Healthcare
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About
Backend/data engineer with experience at JPMorgan building near real-time payment risk and fraud scoring pipelines using Python, Spark Structured Streaming, and Delta Lake, emphasizing auditability, security, and data correctness (dedupe/late events) to reduce false positives. Also led a legacy-to-cloud migration of claims/eligibility data at Cogna with parallel runs, phased rollout, and healthcare-specific validation (ICD-CPT mapping).
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Key Strengths
- Designed and evolved near real-time payment risk/fraud scoring pipelines (card/ACH/wire) with strong integrity and auditability
- Balances latency vs correctness via dedupe, idempotent writes, and late-event handling to reduce false positives
- Builds secure, frontend-friendly FastAPI services with strong contracts, validation, predictable errors, and observability
- Leads low-risk migrations using parallel runs, phased cutovers, and rigorous data validation/reconciliation
- Implements production-grade authN/authZ with OAuth/JWT, RBAC, and database row-level security policies
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