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Anagha Ghate
Mid-level Backend Software Engineer specializing in FinTech microservices
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Engineer with production experience in both high-throughput banking risk systems and LLM agent platforms. Built a real-time transaction risk scoring middleware at JPMorgan Chase (1M+ requests/day) emphasizing HA, observability, and audit/PII compliance, and also architected multi-step LLM agents with strict schema-based tool calling, evaluation loops, and safety guardrails for messy enterprise data.
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Key Strengths
- Built production real-time transaction risk scoring middleware at JPMorgan Chase with strict latency requirements
- Scaled high-throughput fraud-checking system to 1M+ requests/day
- Production-readiness focus: high availability, graceful degradation, observability, audit/PII compliance
- Architected predictable multi-step LLM agent workflows using workflow-engine pattern (not autonomous loops)
- Reliable tool/function calling via strict JSON schemas and structured outputs
- Strong evaluation/monitoring practice: offline edge-case test sets + online metrics with full step tracing
- Improved agent reliability by adding schema validation and a verification step before tool execution
- Designed robust integrations with messy ERP-like data using validation/normalization, idempotency, and service-layer permission guardrails
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