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Maria Li
Entry-Level Firmware Engineer specializing in embedded–cloud systems
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About
Backend engineer at Samsara with prior Amazon internship experience; built an internal Python chatbot for documentation discovery with a full security model (authn/authz and credential-based response filtering) in a sensitive environment. Currently works on dashcam/device-backend systems, including feature-flagged migrations for audio alert behavior and resilient real-time gRPC streaming under unreliable cellular connectivity, while actively monitoring Buildkite/Toolshed CI/CD rollouts.
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Key Strengths
- End-to-end backend service ownership (Python) including security model
- Designing authn/authz and credential-based response filtering for sensitive internal systems
- Practical CI/CD rigor: monitoring pipelines, tests, static checks, and rollout health
- Migration execution with backward compatibility and feature-flagged rollouts
- Building resilient real-time gRPC streaming with explicit reconnect handling for unreliable devices
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