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Sravya Kanthuri
Senior Backend Software Engineer specializing in payments and data-intensive distributed systems
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About
Backend engineer with fintech/banking experience (Fifth Third Bank) who built a production payment and reconciliation microservice stack on AWS (Java, PostgreSQL/MySQL, DynamoDB, Kafka) handling thousands of daily transactions and solved real-world reliability issues like duplicate processing and peak latency. Also shipped an LLM-powered ops investigation feature with structured prompt flows, validated internal data integration, and strong guardrails plus human-in-the-loop escalation.
Experience
Education
Key Strengths
- Built and operated payment/reconciliation microservices processing thousands of transactions daily
- Debugged and resolved duplicate transaction + peak-latency issues via idempotency, retry redesign, and async workflow shifts
- Strong database performance tuning: slow-log analysis, execution plans, indexing, query rewrites, and transaction/lock optimization
- End-to-end ownership of an LLM feature for operational issue investigation (prompt flow, API/data integration, backend exposure)
- Designs reliable agent/workflow systems with planning-execution-verification separation, tool contracts, and bounded retries/backoff
- Production-minded AI guardrails: schema/freshness validation, confidence thresholds, safe fallbacks, and human escalation
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