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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

职场能力评价

专业背景

  • 目前状态
    就职中
    目前会考虑了解新的机会
  • 专业
    机器学习工程师
    数据工程师
    数据科学家
  • 产业
    软件
    人工智能 / 机器学习
    物联网/IoT
  • 工作年资
    1 到 2 年 (1 到 2 年相关工作经验)
  • 管理经历
  • 技能
    Python
    Tensorflow (Keras)
    PyTorch
    Node.js
    Git
    Linux
    AWS
    GCP
    Kubernetes/Docker
    Azure
    AI & Machine Learning
    IOT
  • 语言能力
    English
    进阶
    Chinese
    母语或双语
  • 最高学历
    硕士

求职偏好

  • 预期工作模式
    全职
    对远端工作有兴趣
  • 希望获得的职位
    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
  • 期望的工作地点
    Taipei, 台灣
    Taoyuan, 桃園區桃園市台灣
    New Taipei City, 台灣
  • 接案服务
    不提供接案服务

工作经验

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AI Engineer

2022年10月 - 现在
台灣高雄市
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

2022年3月 - 2022年10月
8 个月
台灣台北市
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

2019年11月 - 2021年7月
1 年 9 个月
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.

学历

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Master’s Degree
Piezoelectric material, Photoelectric system, Smart Ceramics Materials, Aerosol Technology
2016 - 2018
3.7/4.3 GPA
活动和社团
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.
简介
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
活动和社团
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 >
简介
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.

资格认证

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Solutions Architect – Associate

AWS
证照编号: AWS02777996
发照日期 2022年7月
永久有效