About

Our Team

Daniel Chen

PhD
Senior Data Scientist & Machine Learning Engineer
Data scientist with expertise in developing novel solutions for a wide range of data science and machine learning applications.

Expertise

Deep learning including CNN, transfer learning, data augmentation/transformations

Signal processing of time series sensors

Computer vision

Machine learning algorithms

Statistical modeling and analysis

Cloud architectures

Education

PhD, Bioengineering, University of Auckland

BE, Mechatronics, University of Auckland

Background

  • Postdoctoral Fellowship at the Institute of Robotics, Shanghai Jiao Tong University working on wearable devices for human gait retraining
  • Published in IEEE ToH, IEEE TNSRE, Gait and Posture, and ACM CHI ‘19

Experience

  • Kinematic/kinetics motion analysis of human motion using IMUs and optical motion capture
  • Built CNN deep learning based computer vision ensemble models via transfer learning for classifying objects
  • Deploying data science and ML pipelines in scalable cloud architecture