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Fan Zhang

Mid-level Robotics & Control Researcher specializing in safe control for UAVs and manipulators

Houston, TXGraduate Research Assistant (Robotics & Safe Control)9 years experienceMid-LevelRoboticsAerospace & DefenseAviation
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About

Robotics software engineer who led an end-to-end learning-based UAV controller project, addressing oscillation issues through simulation, gain tuning, and a shift to geometric control. Has ROS experience spanning UAV mocap-based perception and an autonomous driving stack (LiDAR, mapping, AMCL, controller), plus real-world distributed ROS communication over WiFi with performance troubleshooting.

Experience

Graduate Research Assistant (Robotics & Safe Control)University of Houston
Visiting Scholar / Robotics ResearcherCarnegie Mellon University (DRIVE Lab)
Research AssistantCleveland State University
Graduate Research & Teaching AssistantIowa State University
System Engineer InternAVIC Leihua Rockwell Collins Avionics Company
Research Assistant (Haptics & Robotics)Virtual Reality Application Center (VRAC)

Education

University of Houstondoctorate, Electrical Engineering (2026)
Iowa State Universitymaster, Electrical and Computer Engineering (2019)
Nanjing University of Posts and Telecommunicationsbachelor, Telecommunications Engineering (2016)

Key Strengths

  • Led end-to-end development of a learning-based UAV controller
  • Systematic debugging workflow: simulation-first, safe hardware tuning, extensive logging
  • Resolved controller oscillation via simulation, gain tuning, and switching to geometric control design
  • Hands-on ROS integration across UAV perception (mocap) and autonomous driving stack (LiDAR, mapping, AMCL, controller)
  • Practical experience troubleshooting distributed ROS over WiFi under high-frequency/embedded constraints

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Languages

English

Skills

RoboticsControl SystemsSafe ControlSafety-Critical AlgorithmsControl Barrier Functions (CBF)Extended State Observer (ESO)Active Disturbance Rejection Control (ADRC)Model Predictive Control (MPC)Offset-MPCKalman FilterSignal Temporal Logic (STL)Non-convex OptimizationCasADiIPOPTPerception-to-Control Integration