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Veena Vyshnavi Garre
Senior Full-Stack Software Engineer specializing in cloud-native systems and AI/ML
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Backend engineer who significantly evolved an internal Resource Manager platform, moving from a monolith to microservices and improving onboarding speed while reducing integration errors. Has hands-on experience building reliable and secure Python/FastAPI APIs (Pydantic schemas, circuit breakers, caching, metrics/alerts) and leading zero-downtime migrations with strong data integrity patterns (dual writes, idempotency, reconciliation checks).
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Key Strengths
- Led zero-downtime monolith-to-microservices refactor using parallel run and feature flags
- Strong migration risk management (canary releases, percentage routing, monitoring, fast rollback)
- Data integrity expertise (dual writes, idempotent APIs, reconciliation/validation checks)
- API reliability engineering (timeouts, retries, connection pooling, caching, circuit breakers, fallbacks)
- Production security implementation (JWT/OAuth2, RBAC, tenant/user-scoped row-level security, rate limiting)
- Proactively identified retry/timeout duplicate-write failure mode and fixed with idempotency keys and unique constraints
- Improved platform onboarding speed and reduced integration errors via microservices evolution
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