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Sayali Gedam
Mid-level Backend Software Engineer specializing in Python microservices
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About
Backend/platform engineer who has owned end-to-end production systems in financial/claims domains, including a transaction analytics microservice platform processing ~10M daily operations and cutting latency from ~150ms to <70ms. Also productionized an LLM-powered monitoring/alerting capability (Llama 3 + FastAPI) with prompt design, guardrails, and production evaluation, and led monolith-to-microservices modernization on AWS using feature flags and parallel runs.
Experience
Education
Key Strengths
- Owned end-to-end production microservice platform (backend, data, infra) processing ~10M daily operations
- Reduced transaction latency from ~150ms to <70ms via PostgreSQL query optimization and Redis caching
- Built automated CI/CD with GitHub Actions and Pytest to enable safer deployments
- Implemented production monitoring/observability with Prometheus + Grafana and improved incident response
- Productionized LLM-based monitoring/alerting (Llama 3 + FastAPI) with structured prompts, guardrails, and evaluations
- Led incremental legacy modernization from monolith to FastAPI microservices on AWS (Lambda/ECS) using parallel runs and feature flags
- Strong cross-functional execution across backend/DevOps/data with minimal oversight; prioritizes and ships in small deliverables
- Stakeholder management: translated ambiguous leadership goals into a metrics-driven roadmap and iterated via demos/feedback loops
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