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Rushika Sirigadde
Mid-level Full-Stack Software Engineer specializing in Healthcare and Insurance platforms
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About
Full-stack engineer with healthcare and insurance domain experience who has owned production systems end-to-end (React/Next.js, FastAPI/Node, Postgres, AWS SNS/SQS, Docker, CI/CD) and delivered measurable impact (30% faster data processing). Also productionized an LLM-powered clinical data assistant using RAG + a vector database with guardrails and evaluation loops, cutting analyst lookup time by ~30–40%, and has experience modernizing monoliths to microservices with feature-flagged, low-regression rollouts.
Experience
Education
Key Strengths
- Owned end-to-end real-time healthcare data processing pipeline (frontend, backend, data, infra)
- Shipped monitoring dashboards and operational tooling; improved incident/operational visibility
- 30% reduction in healthcare data processing time via pipeline and infrastructure optimization
- Built comprehensive test strategy (unit/integration ~90% coverage) plus load testing with JMeter
- Production observability with CloudWatch + Grafana, structured logging, alerting, and health checks
- Modernized legacy insurance portal from monolith to containerized microservices using incremental migration
- Risk-managed migrations using feature flags, parallel deployments, and CI/CD to avoid regressions
- Productionized LLM-powered clinical data assistant with RAG + vector DB; reduced manual lookup time ~30–40%
- Prompt/guardrail design and evaluation approach (offline curated test sets + in-product user feedback loops)
- Autonomous, forward-deployed execution across multiple teams with rapid delivery cadence
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