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Shyam Kumar
Junior Software Developer specializing in full-stack and backend web development
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Backend engineer with hands-on ownership of production FastAPI systems, from containerized deployment and reverse proxy setup through operations, reliability metrics, and future-state scaling plans. Also brings applied ML experience, having built and integrated a custom CNN-based fruit classification system with confidence-based human review safeguards.
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Key Strengths
- end-to-end backend ownership from design to production deployment
- practical DevOps setup with Docker, Nginx, and local server operations
- metrics-driven reliability focus using p99 latency and uptime
- strong understanding of scalability and operational maturity
- thoughtful backend tradeoff decisions around latency vs consistency
- experience designing async workflows with queues and retries
- effective MVP definition in ambiguous early-stage environments
- uses stakeholder interviews and user feedback to refine product scope
- high-stakes engineering rigor with automated testing and observability
- incident ownership and prevention through regression safeguards
- hands-on ML integration into backend systems
- reliability-minded AI deployment using confidence thresholds and human review
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