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Yifei Tang

Intern Machine Learning Engineer specializing in vision-language models and robotics

Shanghai, ChinaMachine Learning and Software Engineer Intern (VLM in Autonomous Driving)0 years experienceInternAutomotiveAutonomous VehiclesRobotics
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About

Robotics software engineer with hands-on experience building a vision-guided grasping pipeline on a 7-DOF Franka arm, implementing gradient-based IK with null-space optimization and RRT* motion planning in ROS1. Strong in sim-to-real deployment and real-world debugging—addressed frame misalignment via hand-eye calibration and centralized TF configuration, and reduced replanning/jitter by tuning a weighted pose filter using rosbag replay and variance/grasp-time metrics. Also built an ESP32-based mobile robot architecture combining embedded decision-tree control with WiFi/web high-level commands.

Experience

Machine Learning and Software Engineer Intern (VLM in Autonomous Driving)Huawei Yinwang
Research and Software Development InternChina Mobile Shanghai Research Center

Education

University of Pennsylvania, School of Engineering and Applied Sciencemaster, Computer Science and Mechanical Engineering (2026)
Shanghai Jiao Tong University, School of Mechanical Engineeringbachelor, Mechanical Engineering (2025)

Key Strengths

  • End-to-end manipulation stack implementation (IK + RRT* planning) on real Franka arm
  • Diagnosing and fixing real-world frame/calibration issues (hand-eye recalibration, centralized TF config)
  • Null-space-aware planning to avoid strange paths and reduce self-collision risk
  • Systematic real-time debugging using rosbag replay and quantitative validation (pose variance, grasp time)
  • Sim-to-real workflow using Gazebo validation before deployment
  • Distributed robot control design (embedded low-level behaviors with web-based high-level commands)

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Languages

English

Skills

Advanced RoboticsA*AprilTagArtificial IntelligenceBig Data AnalysisCC++Collision AvoidanceControl SystemsData CleaningData CrawlingData ProcessingData Structures and AlgorithmsDijkstra's AlgorithmDynamic Batching