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Avatar of 林仁傑.
Avatar of 林仁傑.
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Ruby on Rails 全端工程師 (Jr.) @鑫鼎鑽科技有限公司
2023 ~ 2023
Software Engineer / DevOps Engineer
Within one month
Oct 2014 ~ May 2015 使用技術或工具: Bash script, Fortran, Gaussian09 完成研究計畫專案,並以共同第一作者發表研究成果 Temperature dependent structural variations of OH−(H 2 O) n , n = 4–7: effects on vibrational and photoelectron spectra, Phys. Chem. Chem. Phys, 2015,,, (Impact Factor: 3.3) 證照 Google Professional Cloud ArchitectRed Hat Certified Engineer (2016, version 7) Red Hat Certified System Administrator (2015, version 7) 語言 中文 英文, TOEIC (2015, Score: 665) 日
Ruby on Rails
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AWS
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6-10 years
國立中興大學 (National Chung Hsin University, NCHU)
Chemistry
Avatar of Pei Chi Huang.
Avatar of Pei Chi Huang.
數位設計師 @網訊電通股份有限公司
2021 ~ Present
資深視覺設計師
Within one month
關於我 About Me 我是一位平面設計師和視覺內容創作者,曾在新創電商UrMart、樂購蝦皮Shopee和線上教學平台擔任視覺設計職務。 我致力於創造有影響力和意義的作品,相信視覺的力量能啟發、連結和改變人們的想法。我熱愛我的工作,持續成長,並注重溝
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建國科技大學
數位媒體設計
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More than one year
After Effects
Excel
Google Drive
6-10 years
Avatar of the user.
Avatar of the user.
廣告部視覺美術企劃設計 @康泰納氏集團VOGUE
2019 ~ Present
視覺企劃設計
More than one year
photoshop
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Procreate
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4-6 years
大葉大學
視覺傳達設計

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Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
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Data Analyst and Software engineer
Quark Biosciences, Inc.
2018 ~ Present
Hsinchu City, Taiwan
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Statistics
Print
Profile 00 00@2x

Johnny Chiang 蔣崇立

AI engineer, Computer vision engineer, Data Scientist

4+ years experience in data analysis and machine learning in the fields of  industry, commerce, biomedicine and computer vision. I am an open-minded person and willing to share. I hope that we have the opportunity to exchange experience in the future. 

Skills


Programming

 Python     Tensorflow      OpenCV

 R                Keras                SQL   

 Docker     Pytorch                 Linux


Application

Supervised learning, Unsupervised learning, Computer vision, Dimensionality reduction, Object detection, Data augmentation, Semantic segmentation

Work Experience

ULSee, Inc., Taiwan                                                                

AI & Software engineer                                                                                                 Oct. 2019  

 Develop and design the application of fall detection in healthcare.
 Modeling the recognition of human body direction in WeWork system.
 Design and convert the efficient model for mobile device.
 Communicate and coordinate with third-parties such as Samsung. 
 Build SOP for data collection and develop related label tools.

Quark Biosciences, Inc., Taiwan                                                                 

Data Analyst and Software engineer                                                                                   Oct. 2018  Sep. 2019
 Eliminate batch effects of miRNA experiments through statistical methods.
 Analyzing the cancer related data to find useful information and supporting decision-making.
 Develop back-end API algorithms and implement software auto deployment in docker environment.

Competition Experience

E.SUN Commercial Bank, LTD. , Taiwan                                               

AI Predicting Taiwan Real Estate Competition                                                                  July. 2019  July. 2019
Used XGBoosting method to predict house price and found out the significant factors which effects house price. In just two weeks, my rank was the top 4.66%.

Chinese Applied Statistic Association, Taiwan

CASA Big Data Marketing Competition                                                                       Apr. 2016  May 2016
Used membership data and sales records to construct a mathematical model that can correctly evaluate lifetime value for each customer’s consumption. Finally, we were the top 20 from 141 teams.

Education

National Tsing Hua University (NTHU), Hsinchu, Taiwan                  Sep. 2015  June 2017

Master of Statistics  (GPA 4.11)

Adviser : Nan-Jung, Hsu

Thesis   : Two-Product Mixed-Run Run-to-Run Control for Drifted Process

National Taiwan Normal University (NTNU), Taipei, Taiwan            Sep. 2010  June 2015

Bachelor of Mathematics

Project

1. Develop back-end API algorithms and implement them in shiny UI 

Projects 01 00@2x

2-1. The action detection demo with DVS sensor

   

2-2. The application of fall detection demo in Beitou social services organization

2-2. The application of fall detection demo

Resume
Profile
Profile 00 00@2x

Johnny Chiang 蔣崇立

AI engineer, Computer vision engineer, Data Scientist

4+ years experience in data analysis and machine learning in the fields of  industry, commerce, biomedicine and computer vision. I am an open-minded person and willing to share. I hope that we have the opportunity to exchange experience in the future. 

Skills


Programming

 Python     Tensorflow      OpenCV

 R                Keras                SQL   

 Docker     Pytorch                 Linux


Application

Supervised learning, Unsupervised learning, Computer vision, Dimensionality reduction, Object detection, Data augmentation, Semantic segmentation

Work Experience

ULSee, Inc., Taiwan                                                                

AI & Software engineer                                                                                                 Oct. 2019  

 Develop and design the application of fall detection in healthcare.
 Modeling the recognition of human body direction in WeWork system.
 Design and convert the efficient model for mobile device.
 Communicate and coordinate with third-parties such as Samsung. 
 Build SOP for data collection and develop related label tools.

Quark Biosciences, Inc., Taiwan                                                                 

Data Analyst and Software engineer                                                                                   Oct. 2018  Sep. 2019
 Eliminate batch effects of miRNA experiments through statistical methods.
 Analyzing the cancer related data to find useful information and supporting decision-making.
 Develop back-end API algorithms and implement software auto deployment in docker environment.

Competition Experience

E.SUN Commercial Bank, LTD. , Taiwan                                               

AI Predicting Taiwan Real Estate Competition                                                                  July. 2019  July. 2019
Used XGBoosting method to predict house price and found out the significant factors which effects house price. In just two weeks, my rank was the top 4.66%.

Chinese Applied Statistic Association, Taiwan

CASA Big Data Marketing Competition                                                                       Apr. 2016  May 2016
Used membership data and sales records to construct a mathematical model that can correctly evaluate lifetime value for each customer’s consumption. Finally, we were the top 20 from 141 teams.

Education

National Tsing Hua University (NTHU), Hsinchu, Taiwan                  Sep. 2015  June 2017

Master of Statistics  (GPA 4.11)

Adviser : Nan-Jung, Hsu

Thesis   : Two-Product Mixed-Run Run-to-Run Control for Drifted Process

National Taiwan Normal University (NTNU), Taipei, Taiwan            Sep. 2010  June 2015

Bachelor of Mathematics

Project

1. Develop back-end API algorithms and implement them in shiny UI 

Projects 01 00@2x

2-1. The action detection demo with DVS sensor

   

2-2. The application of fall detection demo in Beitou social services organization

2-2. The application of fall detection demo