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Siddhant Kodolkar
Junior Full-Stack Engineer specializing in TypeScript/React, Python, and AWS
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About
Full-stack engineer who built and owned an end-to-end real-time engineering dashboard for Medtronic robotic surgical systems, streaming high-frequency sensor/kinematic data via Python WebSockets to a React/TypeScript UI. Differentiates through performance/reliability practices (stable core vs experimental layer, observability, caching) and high-impact 3D visualization + session playback that became part of engineers' regular bench-testing workflows.
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Key Strengths
- End-to-end ownership of real-time engineering tools (requirements through deployment)
- Architecting high-frequency real-time dashboards with separate live WebSocket and REST historical paths
- Performance tuning for high-rate streaming UIs (batching updates, minimizing re-renders) to prevent lag/dropped frames
- Strong reliability mindset: stable core vs experimental layer, feature flags, testing on recorded sessions before live
- Building observability into systems (structured logging, tracing, throughput metrics) to catch regressions early
- Designing scalable event-driven microservices with RabbitMQ (retries, DLQs, backpressure management, consumer scaling)
- User-centric iteration and adoption: weekly feedback loops, demos, workflow integration for Medtronic engineers
- Delivered impactful real-time 3D visualization and synchronized playback to speed bench-test debugging
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