Eddy Chen

Machine Learning Engineer

NEUTEC  •  May 2021 - Present

• Develop, optimize and maintain the machine learning algorithm for internal process automation.
• Deploy machine learning models as web services or on edge devices.

Project Engineer

ACER  •  Nov 2017 - Apr 2021

【Deep Learning】

• Cardiac Ejection Fraction Estimation
  • Video classification model training for estimating ejection fraction scores.
  • Semantic segmentation model training for identifying ventricular contractions and providing visualization.
• Fall Detection
  • Implemented real-time fall detection for multiple persons by using LSTM neural network combined with features obtained via human pose estimation.
    
  • Experiments design and collect training data.

【Self-Driving Car】

• Perception
  • Developed sensor fusion algorithms that combine data from multiple sensors (LiDAR, radar, camera, etc.) to generate a more accurate and reliable understanding of the environment.
• Software Integration
  • System integration and real car tests at Taiwan CAR Lab and Taipei University.