CakeResume Talent Search

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4〜6年
6〜10年
10〜15年
15年以上
Kaohsiung City, Taiwan
Avatar of 莊偉程.
Avatar of 莊偉程.
Equipment Engineer leader @日月光半導體製造股份有限公司
2018 ~ 現在
Technical PM
1ヶ月以内
resulting in an 86.95% reduction in wafer scrap rate. (Preventive Mechanism) Detection Mechanism for Tilted Plate on Coating Hot Plate. Early Warning System to Prevent Wafer Fragmentation: Sensors are installed at three specific locations on the hot plate to detect fragments. If the Robot Paddle fails to place the wafer precisely on these points, triggering an alarm mechanism, the machine halts operation immediately and automatically dispatches for maintenance, reducing the probability of wafer fragmentation in the hot plate by 80%. (Cost Control) Photoresist Flow Reduction Improvement. To save on photoresist costs, the spraying
Word
PowerPoint
Excel
就職中
フルタイム / リモートワークに興味あり
4〜6年
National Cheng Kung University
工程科學系

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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.
Communication
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Time Management
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Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
1年以上
Freelance Writer on Medium
Academia Sinica
2020 ~ 現在
Taipei, 台灣
Professional Background
現在の状況
求人検索の進捗
Professions
Data Engineer
Fields of Employment
ソフトウェア
職務経験
1〜2年の職務経験(1年未満関連)
Management
スキル
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implementation
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Parallel Computing
言語
Chinese
ネイティブまたはバイリンガル
English
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希望のポジション
Image processing, machine learning, parallel computing, software engineer
求人タイプ
フルタイム
希望の勤務地
Taipei, 台灣, Japan, United States, Canada, Australia, Taiwan, China, Singapore, Hong Kong, Taichung, 台灣, Tainan City, 台灣, Kaohsiung City, 台灣, Hsinchu City, 台灣, Hsinchu County, 台灣
リモートワーク
リモートワークに興味あり
Freelance
学歴
学校
National Central University
専攻
Master of Science Computer Science and Information Engineering
印刷
E68rgll9rhdiy7unwrog

Lu-Hsuan Chen

Taoyuan, TW 32001

 [email protected] 

 0910194893

 https://cuda-chen.github.io/

 https://medium.com/@clh0524

Overview


  • Full of enthusiasm and solid experience in image processing and machine learning over 3 years, parallel computing over 1 year.
  • C/C++ over 5 years.
  • Python over 4 years.

Skills


  • Proficient programming language: C, C++, Python, Julia, SQL
  • Machine learning framework: Keras
  • Image processing library: OpenCV, scikit-image
  • Web backend framework: Django
  • Web frontend framework: Vue
  • CI/CD: GitHub Actions
  • Monitoring: Prometheus, Grafana
  • DevOps: Docker

Work Experience

Cloud Engineer in Test, Sep 2020 ~ Present
Trend Micro Inc.

Research Assistance, Feb 2020 ~ Aug 2021
Academica Sinica
  • QSIS-Data-Acquisition-System
    socket.io, Obspy, RasberryPI, qemu-user-static
    ◼ Create low-cost seismometer only costs 5,000 NTD.
    ◼ Reduce firmware update time from ten to three minutes. 
  • Seismic-wave analysis program (min-max, FFT, gap, overlap) 
◼ Self-created tool for seismic data quality control.
◼ Use libmseed to manipulate miniSEED 3.x format data.
◼ Outperform SAC when encountering data with gaps.
◼ Django, GraphQL, Vue, MySQL, Dramatiq, RabbitMQ, GitHub Action, Prometheus, Grafana
◼ Reduce data query time by 75%.
◼ Solve zombie process problem when running C shell in Docker.

Projects


SLIC.jl

  • Implement SLIC algorithm (with enforcing connectivity) in Julia.

vface-server-cpp

  • Low cost VTuber-project.
  • Detect face key points using C++, OpenCV, and Dlib in 10 ms.
  • Send information to web client via Websocket.

Education

National Central University, Sep 2017 ~ Jun 2019

  • Master of Computer Science and Information Engineering
  • Overall GPA: 3.34/4.0
  • Diploma thesis: Fish Image Segmentation and Classification System Design Based on Deep Learning 
    • Create a segmentation and classification system with Mask R-CNN and ResNet-50 classifier for recognizing 41 kinds of fish with 85% of Top-1 classification accuracy of species recognition.
    • Create a fish image dataset containing at least 800 images with labeling

National Central University, Sep 2013 ~ Jun 2017

  • Bachelor of Computer Science and Information Engineering
  • Overall GPA: 3.35/4.0 

Award

Outstanding Graduate Teaching Award

  • 3rd place of excellent achievement in teaching assistance

Certificate

Fundamentals of Accelerated Computing with CUDA C/C++

Academic

Course TA

  • Robot Design
  • Embedded System Design
  • Experiment of Digital Design

Extracurricular Activities

Member, Sep 2014  ~ Jul 2016

Networking and Open Source Community Club

  • Full attendance for every event and always try my best to learn some new technique such as Git, Linux, Python, Ruby, etc.

Freelance Writer, Dec 2019  ~ Present

Analytics Vidhya, Medium

  • Featured writer about Machine Learning and Image Processing.

Resume
プロフィール
E68rgll9rhdiy7unwrog

Lu-Hsuan Chen

Taoyuan, TW 32001

 [email protected] 

 0910194893

 https://cuda-chen.github.io/

 https://medium.com/@clh0524

Overview


  • Full of enthusiasm and solid experience in image processing and machine learning over 3 years, parallel computing over 1 year.
  • C/C++ over 5 years.
  • Python over 4 years.

Skills


  • Proficient programming language: C, C++, Python, Julia, SQL
  • Machine learning framework: Keras
  • Image processing library: OpenCV, scikit-image
  • Web backend framework: Django
  • Web frontend framework: Vue
  • CI/CD: GitHub Actions
  • Monitoring: Prometheus, Grafana
  • DevOps: Docker

Work Experience

Cloud Engineer in Test, Sep 2020 ~ Present
Trend Micro Inc.

Research Assistance, Feb 2020 ~ Aug 2021
Academica Sinica
  • QSIS-Data-Acquisition-System
    socket.io, Obspy, RasberryPI, qemu-user-static
    ◼ Create low-cost seismometer only costs 5,000 NTD.
    ◼ Reduce firmware update time from ten to three minutes. 
  • Seismic-wave analysis program (min-max, FFT, gap, overlap) 
◼ Self-created tool for seismic data quality control.
◼ Use libmseed to manipulate miniSEED 3.x format data.
◼ Outperform SAC when encountering data with gaps.
◼ Django, GraphQL, Vue, MySQL, Dramatiq, RabbitMQ, GitHub Action, Prometheus, Grafana
◼ Reduce data query time by 75%.
◼ Solve zombie process problem when running C shell in Docker.

Projects


SLIC.jl

  • Implement SLIC algorithm (with enforcing connectivity) in Julia.

vface-server-cpp

  • Low cost VTuber-project.
  • Detect face key points using C++, OpenCV, and Dlib in 10 ms.
  • Send information to web client via Websocket.

Education

National Central University, Sep 2017 ~ Jun 2019

  • Master of Computer Science and Information Engineering
  • Overall GPA: 3.34/4.0
  • Diploma thesis: Fish Image Segmentation and Classification System Design Based on Deep Learning 
    • Create a segmentation and classification system with Mask R-CNN and ResNet-50 classifier for recognizing 41 kinds of fish with 85% of Top-1 classification accuracy of species recognition.
    • Create a fish image dataset containing at least 800 images with labeling

National Central University, Sep 2013 ~ Jun 2017

  • Bachelor of Computer Science and Information Engineering
  • Overall GPA: 3.35/4.0 

Award

Outstanding Graduate Teaching Award

  • 3rd place of excellent achievement in teaching assistance

Certificate

Fundamentals of Accelerated Computing with CUDA C/C++

Academic

Course TA

  • Robot Design
  • Embedded System Design
  • Experiment of Digital Design

Extracurricular Activities

Member, Sep 2014  ~ Jul 2016

Networking and Open Source Community Club

  • Full attendance for every event and always try my best to learn some new technique such as Git, Linux, Python, Ruby, etc.

Freelance Writer, Dec 2019  ~ Present

Analytics Vidhya, Medium

  • Featured writer about Machine Learning and Image Processing.