Internship Experience

VLA Algorithm Engineer (Intern)

Honor Device Co., Ltd.
Shanghai, China
  • Working on Honor’s self-developed Omega humanoid robot: teleoperation data collection, replay, training, and on-robot deployment.
  • Conducting online RL algorithm research for Vision-Language-Action (VLA) models on custom manipulation tasks.
  • Implemented smooth human-teleoperator takeover during autonomous rollouts, including the autonomy-teleoperation transition state machine.
  • Built the intervention-driven online-learning data pipeline: on-robot data recording, full local disk persistence, and automatic upload to the development server.
  • Closed the loop over a distributed learning architecture: onboard AGX/NX boards (topic publishing, command execution, data collection), an x86 host as the Actor (model inference, streaming actions to the robot), and a development server as the Learner (data aggregation, training, checkpoint dispatch) - a complete online SFT / online RL pipeline.
  • Researching RECAP-style (pi-0.6) offline RL combined with noise-space fast adaptation (DSRL-like): learning corrective noise from human-intervention data to rapidly imitate takeover behaviors before a new checkpoint finishes training, substantially raising success rates on tasks uncovered by offline training, and further adapting the algorithm to loco-manipulation tasks.

Research Intern

Huawei Norbert Wiener Research Center
Singapore
  • Developed backend deep learning models for short-range radar signal processing.
  • Conducted research on downstream tasks including human pose estimation and indoor mapping/SLAM from radar data.

Robotics Software Intern

Movel.AI
Singapore
  • On-site validation and factory deployment of autonomous navigation for forklift robots in real warehouse environments (ROS2).

Education

Master of Science

National University of Singapore
Electrical Engineering
Singapore
  • Core member of the NUS Advanced Control Lab, focusing on Embodied AI and autonomous robotic decision-making.
  • Research on perception and planning for aerial robots based on Vision-Language Navigation (VLN), and end-to-end Reinforcement Learning in complex 3D environments.

Bachelor of Engineering

Nanjing University of Aeronautics and Astronautics
Electronic and Communication Engineering
Nanjing, China
  • GPA: 88/100
  • Key Courses: Advanced Mathematics (96), Probability Theory (97), Random Signal Analysis (97), Microwave Technology and Antenna (97), Fundamentals of Communication (95), Complex Function (99).