CakeResume Talent Search

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4〜6年
6〜10年
10〜15年
15年以上
Avatar of Rocking Lai.
Avatar of Rocking Lai.
Machine Learning Software Engineer @AMD
2021 ~ 現在
Machine Learning Engineer
2ヶ月以内
deep learning. Deep Learning Engineer , CVITEK, OctSep 2021 Spin off from Bitmain . Mainly focus on deep learning accelerator (so called NPU or TPU) and stereo vision accelerator. Deep learning accelerator a. Research and prototype the int8, int4 and bf16 quantization algorithm. b. Mix-precision algorithm based on Post training, result had applied patent in US and CN (USA1, CNA). c. Model compression flow (heterogeneous quantization). d. Design quantization flow in deep learning compiler (graph optimization, calibration, fine tuning, mix-precision). e. Implement frontend of deep learning compiler (high
Deep Learning
Computer Vision
C++
就職中
フルタイム / リモートワークに興味あり
6〜10年
National Chiao Tung University
Computer Science
Avatar of Gavin Jang.
Avatar of Gavin Jang.
AI Engineer @Revlis Biotech Co. Ltd., Yunlin County, Taiwan
2022 ~ 現在
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
2ヶ月以内
Gavin Jang AI Engineer Taichung City, Taiwan Highly skilled in Machine/ Deep Learning, Statistics, Time Series Analysis, and Multivariate Analysis. Have built a WaveGAN model for generating 12 LEADs ECG signals and a U-Net model for reconstructing 12 LEADs ECG signals. Accomplishments De-Noising Auto-Encoder for ECG Signals U-Net for Reconstructing 12 LEADs ECG Signals WaveGAN for Generating 12 LEADs ECG Signals Deep Learning Model for Heart Disease Diagnosis AI-Based Blood Sugar Detection with ECG Signals Data Visualization and Deep Learning Model for Deep-Sea Fishery Work History AI Engineer Revlis Biotech Co
Deep Learning
Machine Learning
Statistics
就職中
フルタイム / リモートワークに興味あり
10〜15年
National Sun Yat-sen University
Biological Oceanography, Multivariate Analysis, Time Series Analysis
Avatar of Lindsay Yuling Chuang.
Avatar of Lindsay Yuling Chuang.
Teaching Assistant @Georgia Institute of Technology | The University of British Columbia
2014 ~ 2019
PHD Student
1年以上
Lindsay Yuling Chuang I am a Ph.D. candidate of Geophysics at Georgia Tech. My research mainly focus on using various machine learning and deep learning algorithms to solve different seismological problems. I am a data enthusiastic with 10+ years full stack developing experiences. Atlanta, GA, USA Publication Journal paper Earthquake transformer - an attentive deep-learning model for simultaneous earthquake detection and phase picking publication dat SM Mousavi, WL Ellsworth, W Zhu, LY Chuang, GC Beroza Nature communications, 1-12 Plateau subduction, intraslab seismicity, and the Denali (Alaska) volcanic gap publication date L Chuang
Machine Learning
Python
Deep learning with TensorFlow
Intern / リモートワークに興味あり
6〜10年
The University of British Columbia
M.S. in Geophysics
Avatar of 吳杰.
機器學習演算法工程師
1年以上
吳杰 我畢業於交通大學電子工程研究所,目前專注於機器學習這塊領域。碩士論文主要是研究:如何在物聯網中,利用機器學習的演算法降低總能量消耗。 自己在服役期間,用Deep learning做了一些side project,例如:輸入照片,自動辨別性別與年齡,語意分析,走迷
Deep Learning Algorithms
System Integration
AI accerator
フルタイム / リモートワークに興味あり
4〜6年
交通大學
電子工程系
Avatar of the user.
Avatar of the user.
Principal Engineer @Coretronic Corporation, 中強光電
2020 ~ 2022
Machine Learning Engineer
1ヶ月以内
Python
Linux
C++
就職中
フルタイム / リモートワークに興味あり
6〜10年
國立台灣大學
經濟學
Avatar of the user.
Avatar of the user.
Research and Development Engineer @Kyoto Robotics
2020 ~ 現在
Engineer
1年以内
image processing
machine learning
deep learning
就職中
フルタイム / リモートワークに興味あり
6〜10年
IIT Bombay
MTech in Electronic Systems
Avatar of the user.
Avatar of the user.
工程師 @義隆電子
2016 ~ 現在
工程師、副理
1ヶ月以内
C
python
Verilog
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
6〜10年
國立臺灣科技大學
電機系
Avatar of Paul Tang.
Avatar of Paul Tang.
Senior Software Engineer @U-NEXT Co., Ltd.
2021 ~ 現在
Software Engineer
1ヶ月以内
Tensorflow/Keras/OpenCV Software Engineer • 盛星科技 | Astra Inc. 十二月四月Build innovative computer vision and pedestrian detection backend service - Build and maintain a high availability of deep learning-based computing systems - Develop human detection and facial recognition deep learning models and algorithms [Core technology] - Golang/Python - AWS/DynamoDB/SQS/EC2 - Tensorflow/Keras/OpenCV/openVINO Platform Engineer Intern • Intel 二月六月Survey internal paper and develop the internal script for Xeon SP testing platform - FPGA, OpenCL deep learning and machine learning research - Develop
Python
Docker
Linux
就職中
フルタイム / リモートワークに興味あり
4〜6年
Nation Taiwan University
Bioelectronic and Bioinformatics
Avatar of 莊承翰.
Avatar of 莊承翰.
Algorithm Engineer @Delta Electronics
2017 ~ 現在
Algorithm Engineer
1ヶ月以内
莊承翰 The devil is in the detail. Video and Image Algorithm, Deep learning, Software development [email protected] Summary Over 8 years of experience in deep learning and more than 10 years of experience in computer vision/image processing. Capable of independently or collaboratively building AI (image/video) products from scratch with various teams. Analyzing, and improving deep learning systems. Kaggle Top 1% ( 16 /Sartorius - Cell Instance Segmentation (2021/12~2021/12) Top 4% ( 85 /Human Protein Atlas Image Classification (2018/11~2019/1
Software Development
Python
C++
就職中
フルタイム / リモートワークに興味なし
4〜6年
National Chin-Yi University of Technology
Avatar of Jack Long.
Avatar of Jack Long.
資料分析師 @天鏡科技
資料分析師
1年以内
categorical data, text data, imbalance data. Languages Mandarin, English Experience Data Analyst - skymirror co.,AprMaydata modelling Make statistical model for daily or long term trading strategy of Taiwan, China, US future market, and oversea financial derivatives. Reviewing and improving the model. Applying financial indicator or machine learning e.g. Xgboost and RNN to predict market. And improve the model. Study new technical about deep learning or mathematical algorithm and try it on trading. Main goal is to improve model accuracy. Data visualization Communicate with manager how to calculate and decide
r programming
Data analysis
SAS
フルタイム / リモートワークに興味あり
6〜10年
國立台北大學
統計

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1ヶ月以内
後端工程師
Logo of 宏達電 HTC Corporation_宏達國際電子股份有限公司 .
宏達電 HTC Corporation_宏達國際電子股份有限公司
2021 ~ 現在
台灣台北市
Professional Background
現在の状況
就職中
求人検索の進捗
Professions
Software Engineer, Back-end Engineer
Fields of Employment
Computer Networking, インターネット, ソフトウェア
職務経験
2〜4年の職務経験(1〜2年関連)
Management
なし
スキル
Python
Flask(Python)
JavaScript
MySQL
PyTorch
Boostrap
AWS
Nginx
Django(Python)
Django
Wagtail CMS
React.js
PostgreSQL
言語
English
中級者
Job search preferences
希望のポジション
後端工程師
求人タイプ
フルタイム
希望の勤務地
台灣台北, 台灣新北市
リモートワーク
リモートワークに興味なし
Freelance
いいえ。
学歴
学校
國立台灣大學
専攻
應用力學所
印刷

Shaun Chen

Backend Engineer

  Taipei City, Taiwan

Energetic personality with a passion for change, I graduated from the Institute of Applied Mechanics at National Taiwan University. During my Master's program, I focused on ultrasonic diagnosis and machine learning algorithms. After graduation, I worked as a medical computing engineer at Wistron, where I used Python to develop various medical solutions for approximately one year. This included designing machine learning algorithms and various image processing pipelines. Throughout this experience, I realized the essential role of backend skills in implementing AI. Subsequently, I underwent six months of training, starting as a full-stack developer and later transitioning to a project-oriented backend role. Currently, I am employed as a backend engineer at HTC, where I am primarily responsible for the development of various external websites and internal CMS systems for the company.


[email protected]

0912 011 674

    

SKILLS

Backend


  • Python
  • Django
  • FastAPI
  • Flask

Database


  • MySQL
  • PostgreSQL
  • Redis

Frontend


  • HTML
  • CSS
  • JavaScript
  • ReactJS

AWS


  • EC2
  • S3
  • ElastiCache
  • CloudFront
  • Lambda

Others


  • Git 
  • OpenCV 
  • Nginx

Language


  • English —  TOEIC 895

EXPERIENCE

Backend Engineer  •  HTC

Oct 2021 - Now

At HTC, I serve as a Backend Engineer responsible for maintaining and developing the company's external websites across over 4 different domains and more than 20 countries. My primary tech stack includes Django, and I have been deeply involved in the following areas: 

  • Website Migration and Maintenance: I am in charge of successfully migrating websites previously built with WordPress from external sources to our internal system. We utilize Wagtail for development and maintenance to enhance website performance and security.

  • Feature Development and Maintenance: I actively participate in the development and maintenance of various features across our websites, regardless of their size or complexity. This involves adding new functionalities, improving existing ones, and ensuring the smooth operation of our websites.

  • Internal CMS System: I am responsible for both frontend and backend development of our internal Content Management System (CMS) primarily using Django and ReactJS. This ensures efficient content management and publication within the company.

  • Question-Answering Chatbot Development: I led the development of a question-answering chatbot on our company's official website, utilizing FastAPI technology to provide enhanced customer service and information retrieval capabilities.

  • Collaboration and Coordination: I actively collaborate and coordinate with various departments to ensure smooth project execution and meet the diverse needs of stakeholders.

  • Automation Testing: To ensure the viability of our websites, I've developed various automated testing tools, spanning from functional testing to performance testing, to ensure high-quality website performance.

 

Backend Trainee  •  WeHelp Bootcamp

Feb 2021 - Aug 2021

Project-based learning and collaboration training including front-end and back-end are mainly carried out in the training camp.

Medical Computing Engineer  •  Wistron

Mar 2020 - Mar 2021

Mainly use machine learning and deep learning methods to assist hospitals or research institutes in medical-related research.

  • Cooperate with the Academia Sinica to complete the deep learning interpretation of the effects of stroke cells, with an initial accuracy rate of 80%.
  • Cooperate with major hospitals to build liver tumor prediction classification models.
  • Handling various preprocessing and post-processing about medical images. 

EDUCATION

National Chung Hsing University 

Bio-industrial Mechatronics Engineering

2013 - 2017

National Taiwan University

Institute of Applied Mechanics

2017 - 2019

Resume
プロフィール

Shaun Chen

Backend Engineer

  Taipei City, Taiwan

Energetic personality with a passion for change, I graduated from the Institute of Applied Mechanics at National Taiwan University. During my Master's program, I focused on ultrasonic diagnosis and machine learning algorithms. After graduation, I worked as a medical computing engineer at Wistron, where I used Python to develop various medical solutions for approximately one year. This included designing machine learning algorithms and various image processing pipelines. Throughout this experience, I realized the essential role of backend skills in implementing AI. Subsequently, I underwent six months of training, starting as a full-stack developer and later transitioning to a project-oriented backend role. Currently, I am employed as a backend engineer at HTC, where I am primarily responsible for the development of various external websites and internal CMS systems for the company.


[email protected]

0912 011 674

    

SKILLS

Backend


  • Python
  • Django
  • FastAPI
  • Flask

Database


  • MySQL
  • PostgreSQL
  • Redis

Frontend


  • HTML
  • CSS
  • JavaScript
  • ReactJS

AWS


  • EC2
  • S3
  • ElastiCache
  • CloudFront
  • Lambda

Others


  • Git 
  • OpenCV 
  • Nginx

Language


  • English —  TOEIC 895

EXPERIENCE

Backend Engineer  •  HTC

Oct 2021 - Now

At HTC, I serve as a Backend Engineer responsible for maintaining and developing the company's external websites across over 4 different domains and more than 20 countries. My primary tech stack includes Django, and I have been deeply involved in the following areas: 

  • Website Migration and Maintenance: I am in charge of successfully migrating websites previously built with WordPress from external sources to our internal system. We utilize Wagtail for development and maintenance to enhance website performance and security.

  • Feature Development and Maintenance: I actively participate in the development and maintenance of various features across our websites, regardless of their size or complexity. This involves adding new functionalities, improving existing ones, and ensuring the smooth operation of our websites.

  • Internal CMS System: I am responsible for both frontend and backend development of our internal Content Management System (CMS) primarily using Django and ReactJS. This ensures efficient content management and publication within the company.

  • Question-Answering Chatbot Development: I led the development of a question-answering chatbot on our company's official website, utilizing FastAPI technology to provide enhanced customer service and information retrieval capabilities.

  • Collaboration and Coordination: I actively collaborate and coordinate with various departments to ensure smooth project execution and meet the diverse needs of stakeholders.

  • Automation Testing: To ensure the viability of our websites, I've developed various automated testing tools, spanning from functional testing to performance testing, to ensure high-quality website performance.

 

Backend Trainee  •  WeHelp Bootcamp

Feb 2021 - Aug 2021

Project-based learning and collaboration training including front-end and back-end are mainly carried out in the training camp.

Medical Computing Engineer  •  Wistron

Mar 2020 - Mar 2021

Mainly use machine learning and deep learning methods to assist hospitals or research institutes in medical-related research.

  • Cooperate with the Academia Sinica to complete the deep learning interpretation of the effects of stroke cells, with an initial accuracy rate of 80%.
  • Cooperate with major hospitals to build liver tumor prediction classification models.
  • Handling various preprocessing and post-processing about medical images. 

EDUCATION

National Chung Hsing University 

Bio-industrial Mechatronics Engineering

2013 - 2017

National Taiwan University

Institute of Applied Mechanics

2017 - 2019