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Rong Hu

Junior Robotics Data Engineer specializing in multi-sensor perception datasets

Milpitas, CAAI Robotics Data Engineer2 years experienceJuniorRoboticsArtificial IntelligenceAutonomous Systems
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About

Robotics software engineer focused on perception data pipelines and multi-robot coordination. Built ROS 2 (rclpy) nodes for synchronized RGB/ToF/pose processing and scaled a perception training data generation pipeline from single-object to multi-object while preserving backward compatibility. Also has strong DevOps experience deploying containerized APIs on Kubernetes with Kustomize and automated releases via GitHub Actions.

Experience

AI Robotics Data EngineerRoboForce Inc.
Software EngineerGreenStand
Machine Learning EngineerUniversity of California, Irvine
Machine Learning EngineerAltura Associates Inc.

Education

University of California, Irvinemaster, Electrical Engineering and Computer Science (2024)
Delft University of Technologymaster, Environmental Engineering (Focused on Data Analytics) (2020)
Sichuan Universitybachelor, Environmental Engineering (2018)

Key Strengths

  • Designed and implemented an end-to-end multi-object perception training data pipeline
  • Maintained backward compatibility by treating single-object data as a special case of multi-object
  • Modularized system into clear components to isolate responsibilities
  • Built ROS 2 (rclpy) nodes for synchronized multi-sensor perception processing
  • Debugged multi-robot path conflicts via simulation and step-by-step path analysis
  • Implemented coordination constraints (shared space and waiting) for two-robot motion planning
  • Deployed containerized APIs with Kubernetes using Kustomize overlays across dev/beta/prod
  • Automated versioning with Semantic Release in GitHub Actions

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Languages

English

Skills

PythonC++ROS 2ROSOpenCVProtocol Buffers (Protobuf)TkinterPyQtFlaskRESTful APIDockerKubernetesKustomizesemantic-releaseCI/CD