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Prerana Kumsi
Junior Full-Stack Software Engineer specializing in cloud microservices and .NET/Go
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About
Product-minded full-stack engineer with hospitality tech experience who owned and scaled a multi-region guest verification/check-in workflow (ID/passport scanning, OCR, and government submissions) and built internal tools that cut manual entry up to 80%. Also built a React/TypeScript + FastAPI RAG “second brain” with async ingestion workers and an event-driven e-folio email microservice hardened with idempotency and retries.
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Key Strengths
- Owned and shipped a guest verification/check-in product used by hotel front desk teams across multiple regions
- Rapid MVP-to-iteration approach with pilot rollouts and real-time user feedback loops
- Built reliability into critical compliance flows (government submissions) via regression tests, retries, and fallbacks
- Solved OCR/document-format edge cases with manual-edit fallbacks to maintain operational speed
- Designed scalable RAG system architecture by separating ingestion, retrieval, and generation layers
- Reduced API latency by decoupling ingestion from retrieval using asynchronous background workers
- Built event-driven e-folio email microservice with idempotency and state tracking to prevent duplicate sends
- Delivered internal tooling adopted as default across properties; reduced manual entry up to 80%
- Prioritized effectively in ambiguous startup environment by focusing on highest user pain and business risk
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