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楊敦量
AI Engineer
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楊敦量

AI Engineer
An AI engineer with extensive experience in cloud architecture. My focus lies in developing innovative AI application services utilizing cloud resources, specializing in handling computer vision tasks and excelling in the development of automated services.
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Wistron Corporation
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National Taiwan University
Kaohsiung City, 台灣

Professional Background

  • Current status
    Employed
    Open to opportunities
  • Profession
    Machine Learning Engineer
    Data Engineer
    Data Scientist
  • Fields
    Software
    Artificial Intelligence / Machine Learning
    Internet of Things (IoT)
  • Work experience
    1-2 years (1-2 years relevant)
  • Management
    None
  • Skills
    Python
    Tensorflow (Keras)
    PyTorch
    Node.js
    Git
    Linux
    AWS
    GCP
    Kubernetes/Docker
    Azure
    AI & Machine Learning
    IOT
  • Languages
    English
    Fluent
    Chinese
    Native or Bilingual
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
  • Desired work locations
    Taipei, Taiwan
    Taoyuan, Taoyuan District, Taoyuan City, Taiwan
    New Taipei City, Taiwan
  • Freelance
    Non-freelancer

Work Experience

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AI Engineer

Oct 2022 - Present
Kaohsiung City, Taiwan
1. AI Engineer with expertise in computer vision, IOT application, automated service development, microservices implementation, and cloud-based machine learning workflows. 2. Developed AI recognition systems for two automated production lines, boosting efficiency by 40% and achieving a 99.2% accuracy in image recognition. Applied virtual-real integration platforms to accelerate development timelines. 3. Contributed to the development of generative models, aiding in over 50% of 3D product design for RD. 4. Collaborated with cross-functional teams from various departments for diverse AI development projects. Proactively addressed customer pain points to establish more stable, efficient, and intelligent AI applications.
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Cloud Solution Architect

Mar 2022 - Oct 2022
8 mos
Taipei City, Taiwan
1. Experienced AWS-certified Solutions Architect proficient in designing and implementing cloud infrastructure for numerous enterprises, specializing in project management for cloud solutions. 2. Specialized in crafting innovative cloud architectures, adept at optimizing existing infrastructures to enhance performance, conducting cost assessments for cloud deployments, with a focus on high availability, disaster recovery, and robust security and permission management. 3. Proactively stay updated on the latest cloud and AI advancements, regularly produce technical reports for the team, and apply emerging technologies to enhance enterprise architecture applications. 4. Collaborate closely with AWS AI domain experts and database specialists to build cloud-based AI training workflows, accelerating project development processes.
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Mechanical Engineer

Quanta Computer
Full-time
Nov 2019 - Jul 2021
1 yr 9 mos
1. Responsible for mechanical design of VR HMD, VR Controller, AR glasses. 2. Have the experience of co-working with Software / Optical teams to develop AOI calibration systems. 3. Familiar with AR/ VR product's MP process and having the ability of trouble shooting.

Education

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Master’s Degree
Piezoelectric material, Photoelectric system, Smart Ceramics Materials, Aerosol Technology
2016 - 2018
3.7/4.3 GPA
Activities and societies
2016 - 2018 : Researcher of Ministry of Science and Technology (MOST), responsible for the execution of the project(MOST PM2.5 Prevention project). Apply the knowledge of Piezoelectric, Aerosol Technology and 3D printing to develop a wearable filtration system. 2018 : Invited to FILTECH, which is a national filtration conference in Europe, to give an oral presentation and publish a conference paper ( Development of a tree-like flow channel for the application of air filtration system ) in Mar 2018.
Description
While studying at the Institute of Applied Mechanics at National Taiwan University, I joined the Nano Biomedical Micro-Electro-Mechanical Laboratory to learn the knowledge about Piezoelectric material and Photoelectric system. The research spindle is to design a bionic filter flow channel to improve the filtration efficiency (42.1%) of the piezoelectric electret filter and reduce the pressure loss (41.8 %) of the filtration system.
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Bachelor’s Degree
Optical Electromechanical System, Automatic Control
2012 - 2016
3.7/4.3 GPA
Activities and societies
2012 - 2014 : Volleyball team member in Department of Mechanical and Electrical Engineering, NCUE. 2012 - 2013 : Volunteer in a Orphanage。 2015 - 2016 : Joined in the Lab of Vehicle and Control Network Technology. 2016 : Participated in the Mechatronics competition, and won the Honorable Mention Award, the topic was <Optimization on cutting path of machine tool >
Description
While studied in Department of Mechanical and Electrical Engineering, I joined the Lab to learn the knowledge of Optical Electromechanical System, Mechanical Manufacturing and controlling the machine tool by single-chip.

Licenses & Certifications

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Solutions Architect – Associate

AWS
Credential ID: AWS02777996
Issued Jul 2022
No Expiration Date