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Avatar of 鄒適文.
Avatar of 鄒適文.
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技
2022 ~ 2023
資料科學家、資料科學工程師、機器學習工程師
Dans 1 mois
Shih-Wen Tsou - With more than 5 years of experience in Data Analysis, Machine Learning and Deep Learning, familiar with Modeling, Data Analysis, Image Processing, Machine Learning, and Deep Learning. Taipei City, Taiwan WORK EXPERIENCE Lead Data Scientist / Full Stack Data Scientist, Vinnovation Network, Taipei, Taiwan Data Engineering / Data Analysis Spearheaded the development of a fully automated data integration pipeline that aggregated diverse data sets into a S3 Data Lake. Successfully integrated a range of data sources, including real-time data feeds from AWS Redshift and DocumentDB, as well as batch processes to import traditional CSV
python
tensorflow
keras
Sans Emploi
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
台灣大學
大氣科學所
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Data Science @Alfred Labs.
2017 ~ Présent
Dans 2 mois
Python
R
SQL
4 à 6 ans
University of Taipei
Computer Science
Avatar of Cheung Ka Chun Gordon.
Avatar of Cheung Ka Chun Gordon.
Cloud Engineer @Eclass Limited
2021 ~ Présent
Plus d'1 an
Gordon (Ka Chun)Cheung Flat A, 9/F, Ho Tat Building, 160, Prince Edward Road West, Hong Kong Contact No. :| Email: [email protected] EDUCATION & QUALIFICATIONS City University of Hong Kong, BEng (Hons) in Information Engineering Sept 2012 – July 2015 Modules Include: Computer Programming, Linear Algebra & Multi-Variable Calculus, Discrete Mathematics for Computing, Logic Circuit Design, Microcomputer Systems, Basic Electronic Circuit, Object-Oriented Programming and Design, Data Structures and Algorithms, Operating Systems, Database Systems, Principles of Communications, Data Communications and Networking, Signals and Systems, Applied Queueing Systems, Information Product Design, Internet Technology, Engineers in Society, Engine
AWS
CCNA
Shell Scripting
Employé
Temps plein / Intéressé par le travail à distance
6 à 10 ans
City University of Hong Kong
Information Engineering
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Avatar of the user.
CONSULTANT ON ENERGY TOPICS @OSEMOSYs and CLEWS Project - UNDESA (USA) and KTH University (SW) 2014 - 2017
2014 ~ 2017
SPECIALIST
Plus d'1 an
photoshop
STATA
SPSS Statistics
Temps plein / Intéressé par le travail à distance
4 à 6 ans
NATIONAL TSING HUA UNIVERSITY
Master in Business Administration and Technology

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Dans 1 mois
Ai engineer @ Acer
Logo of Acer.
Acer
2021 ~ Présent
台灣台北市
Professional Background
Statut Actuel
Employé
Progrès de la Recherche d'Emploi
Ne recherche pas de nouvelles opportunités
Professions
Data Scientist
Fields of Employment
Intelligence Artificielle / Machine Learning, Logiciel
Expérience Professionnelle
2 à 4 ans
Management
None
Compétences
Tensorflow (Keras)
python
linux
OpenCV
Deep Learning
mechine learning
Medical Image Processing
transfer learning
Generative Advesarial Networks
C++
C
PyTorch
Langues
English
Courant
Job search preferences
Position Désirée
Software engineer, Image Processing engineer, Algorithm engineer
Type d'emploi
Temps plein
Lieu Désiré
Taipei, 台灣
Travail à distance
Intéressé par le travail à distance
Freelance
Non.
Éducation
École
NYCU, 國立陽明交通大學
Spécialisation
Biomedical information , Medical image analysis
Imprimer
Vg8oyzldgrvqkrdiyr8o

Shang Lin Chung

TW  •  [email protected]


Acer Ai engineer 

Expert in medical image processing

Familiar with the state-of-the-art CNN model building and data visualization

Won the first prize in the master's thesis competition of the Institute of BMI in NYCU

Skills


Programming language: python, R, C, C++
Deep learning framework: Tensorflow, Keras, Pytorch
Operating system: Linux

Education

National Yang Ming Chiao Tung University, Master degree, 

Biomedical Information, 2018 ~ 2020

Project:
(1) Glomerulus project: glomerular detection using deep learning method
(2) Rare disease project: using gene sequence data to predict the age of onset of SCA3
(3) Hip fracture project: Implement a GAN pre-trained model to conduct the pelvic X-ray image classification
(4) COVID-19 project: chest X-ray image classification

Event: 
(1) Won the first prize in the master's thesis competition of the Biomedical Information Institute

(2) Event leader of the 2018 institute Christmas party



National Chung Hsing University, Bachelor of Science, Applied mathematics, 2014 ~ 2018

Calculus TA, linear algebra TA
Secretary of student association of applied mathematics
Chief editor of the freshman handbook
Event leader of the mask parade in 2018 NCHU art festival 


Work experience


Acer, AI engineer, Jun 2021 ~ 

Fundus image detection and segmentation.
Optimize the deep learning model.
Design some image algorithms to accelerate the model.


National Yang Ming Chiao Tung University, research assistant, Aug 2020 ~ Jan 2021

MOST project writing (the application of graph convolutional network in medical image processing)
Teaching math (basic graph theory, basic differential geometric)


Taiwan computing cloud (TWCC), intern, Jan 2020 ~ Jul 2020

Covid-19 X-ray project (build the classification model, offer the learning strategy)
Multi-node, distributed, multi-GPU computation in tensorflow


Cryocord (Malaysia), intern, Jul 2019 ~ Sep 2019

Our team analyzed the correlation of different gene expressions and tried to find the most likely pathogenic genes. My main job is to assist in the use of WGCNA package and to explain the mathematical principles of the package in the report.

Resume
Profile
Vg8oyzldgrvqkrdiyr8o

Shang Lin Chung

TW  •  [email protected]


Acer Ai engineer 

Expert in medical image processing

Familiar with the state-of-the-art CNN model building and data visualization

Won the first prize in the master's thesis competition of the Institute of BMI in NYCU

Skills


Programming language: python, R, C, C++
Deep learning framework: Tensorflow, Keras, Pytorch
Operating system: Linux

Education

National Yang Ming Chiao Tung University, Master degree, 

Biomedical Information, 2018 ~ 2020

Project:
(1) Glomerulus project: glomerular detection using deep learning method
(2) Rare disease project: using gene sequence data to predict the age of onset of SCA3
(3) Hip fracture project: Implement a GAN pre-trained model to conduct the pelvic X-ray image classification
(4) COVID-19 project: chest X-ray image classification

Event: 
(1) Won the first prize in the master's thesis competition of the Biomedical Information Institute

(2) Event leader of the 2018 institute Christmas party



National Chung Hsing University, Bachelor of Science, Applied mathematics, 2014 ~ 2018

Calculus TA, linear algebra TA
Secretary of student association of applied mathematics
Chief editor of the freshman handbook
Event leader of the mask parade in 2018 NCHU art festival 


Work experience


Acer, AI engineer, Jun 2021 ~ 

Fundus image detection and segmentation.
Optimize the deep learning model.
Design some image algorithms to accelerate the model.


National Yang Ming Chiao Tung University, research assistant, Aug 2020 ~ Jan 2021

MOST project writing (the application of graph convolutional network in medical image processing)
Teaching math (basic graph theory, basic differential geometric)


Taiwan computing cloud (TWCC), intern, Jan 2020 ~ Jul 2020

Covid-19 X-ray project (build the classification model, offer the learning strategy)
Multi-node, distributed, multi-GPU computation in tensorflow


Cryocord (Malaysia), intern, Jul 2019 ~ Sep 2019

Our team analyzed the correlation of different gene expressions and tried to find the most likely pathogenic genes. My main job is to assist in the use of WGCNA package and to explain the mathematical principles of the package in the report.