Patrick Hsu

Software Engineer

Having worked as a project engineer for three years in Acer Inc, mainly being responsible for independent development of AI models. A strategic thinker and a team player, therefore adept in solving problems effectively by individual as well as team work. Certified in engineering, passionate about AI and seeking a position in relevant field.

   |   New Taipei City, Taiwan  0956881053   [email protected] 

   Education

National Taiwan University 

Sep 2015 – June 2017

Master of Engineering in Department of Bio-mechatronics Engineering

Master's Thesis: An Evaluation Approach for Photovoltaic System Operation: Fault Detection and Diagnosis

National Cheng Kung University 

Sep 2010 – June 2015

Bachelor of Engineering in Department of Aeronautics and Astronautics

   Work Experience

Project Engineer • Acer Inc.

Jan 2018 - Present

Working in research and development (RND), I provided demand analysis, conceived system architecture, and developed core technology in AI projects

Medical AI: Cancer Cells Detection

Feb 2020 - Present

  • Designed Image Preprocessing Algorithm
  • Conducted Cancer Cells Detection Model Training and Optimization
  • Assisted in Cancer Cells Detection Application Planning and Implementation
  • Assisted in Cancer Cells Detection Model Auto-Training Application Planning and Implementation 

Human Action Recognition

Sep 2020 - Dec 2020

  • Conducted Human Skeleton Detection Model Training

  • Developed Static Human Action Recognition Model (based on image) 

  • Developed Dynamic Human Action Recognition Model (based on video)

Natural Language Process

Aug 2020 - Nov 2020

  • Studied Natural Language Process Core Technics 

  • Executed the Implementation of BERT Model on Mask Language Model Task

  • Executed the Implementation of BERT Model on Question Answering Task

Autonomous Vehicle: Conducted AI Models in Perception System

Sep 2018 - Jan 2020

  • Conducted 2D and 3D Object Detection Model Training and Optimization
  • Conducted Traffic Light Recognition Model Training and Optimization
  • Handled the Development of Inference Model with CUDA Library
  • Coordinated the Integration and Implementation of Perception System in Apollo Environment

Face Recognition

Jan 2018 - Sep 2018

  • Built up Image Collection System
  • Evaluated the Performance of Inference Models
  • Assisted in System Integration with Inference Model API

  Skills

Programming


  • Python: Pytorch, TensorFlow, OpenCV, Pika
  • C/C++: CUDA, TensorRT
  • Linux OS
  • Docker
  • Git

AI: Deep Learning


  • Familiar with Pytorch framework
  • Have TensorFlow framework development experience
  • Have TensorRT library development experience
  • Familiar with Deep Learning model training, optimization, and application

Language


  • Mandarin
  • English

  Hobbies

Backpacking, Basketball, Workout, and Reading

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