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National Taiwan University
Taipei City, Taiwan
Avatar of Autumn S.C. Chung.
Avatar of Autumn S.C. Chung.
Product Line Manager @Ubiquiti Inc.
2021 ~ Present
Product Manager/ Program Manager
Within six months
in first 2 weeks Supervised EV charger roadmaps of web/ mobile platforms by user stories and acceptance criteria in the Scrum methodology, working with design, hardware, firmware, backend, frontend, QA teams across different countries Directed NPI product line roadmaps of electric boats with Wi-Fi connection, Digital-Twin dashboards, Computer Vision application and vessel mobile app for inland cruising markets Built the e-boat prototype from 0 to 1 in 4 months and the following 4 iterations in a year to verify the specification, cost target, schedule and logistics with cross-functional teams for mass production Product Manager • WeMo
Digital Transformation
Fleet Management
Operations
Employed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Master of Photonics and Optoelectronics

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Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
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Ability to convey information effectively and is willing to give and receive feedback.
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Leadership
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More than one year
AI Engineer
Inventec Company Inc
2019 ~ Present
Taipei, 台灣
Professional Background
Current status
Job Search Progress
Professions
Software Engineer
Fields of Employment
Work experience
4-6 years
Management
Skills
C++
Python
SQL
Tensorflow/Keras
Embedded Systems
Cloud Services
AI & Machine Learning
Languages
Chinese
Native or Bilingual
English
Fluent
Job search preferences
Positions
AI engineer
Job types
Full-time
Locations
Remote
Not interested in working remotely
Freelance
No
Educations
School
National Taiwan University
Major
Master of Science in Physics
Print

Lin, Shu-Wei

Strong background in physics and statistics. I have 4+ years work experience of implementing AI algorithms for computer vision and time series models.

  Taipei City, Taiwan      

Work Experience

AI Engineer  •  Inventec Company Inc

Oct. 2019 - Nov. 2021

Use 2D object detection from images or the 3D point cloud data from mmWave radar to implement the blind spot monitoring (BSM) algorithms on embedded systems.

Machine Learning Engineer  •  Institute for Information Industry

Feb. 2018 - Sep. 2019

Designing and implementing the non-intrusive load monitoring (NILM) and behavior inference algorithms with tensorflow and keras for time series analysis.

Programmer  •  Colatour Company Inc

May 2016 - Jan. 2017

I participated in the low cost carrier (LCC) system development and exploited the web API at the back-end to conduct the flight reservation.

學歷

2012 - 2014

National Taiwan University

Master of Science in Physics

2008 - 2012

National Central University

Bachelor of Science in Physics

Skill


  • C++
  • Python
  • SQL
  • Tensorflow/Keras
  • Embedded Systems
  • Cloud Services
  • AI & Machine Learning

Language


  • Chinese — Native Language
  • English — Fluent
Resume
Profile

Lin, Shu-Wei

Strong background in physics and statistics. I have 4+ years work experience of implementing AI algorithms for computer vision and time series models.

  Taipei City, Taiwan      

Work Experience

AI Engineer  •  Inventec Company Inc

Oct. 2019 - Nov. 2021

Use 2D object detection from images or the 3D point cloud data from mmWave radar to implement the blind spot monitoring (BSM) algorithms on embedded systems.

Machine Learning Engineer  •  Institute for Information Industry

Feb. 2018 - Sep. 2019

Designing and implementing the non-intrusive load monitoring (NILM) and behavior inference algorithms with tensorflow and keras for time series analysis.

Programmer  •  Colatour Company Inc

May 2016 - Jan. 2017

I participated in the low cost carrier (LCC) system development and exploited the web API at the back-end to conduct the flight reservation.

學歷

2012 - 2014

National Taiwan University

Master of Science in Physics

2008 - 2012

National Central University

Bachelor of Science in Physics

Skill


  • C++
  • Python
  • SQL
  • Tensorflow/Keras
  • Embedded Systems
  • Cloud Services
  • AI & Machine Learning

Language


  • Chinese — Native Language
  • English — Fluent