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4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
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Research & Development Engineer @三竹資訊股份有限公司
2023 ~ 现在
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
一個月內
Python
JAVA
Linux
就职中
目前会考虑了解新的机会
全职 / 暂不考虑远端工作
4 到 6 年
國立中央大學 National Central University
資訊工程
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Senior AI Research/Engineer (part-time) @NeuroBonic Inc.
2022 ~ 2023
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
一個月內
Python
PyTorch
Machine Learning
就职中
目前会考虑了解新的机会
全职 / 对远端工作有兴趣
4 到 6 年
National Yang Ming Chiao Tung University
Computer Science
Avatar of 莊承翰.
Avatar of 莊承翰.
Algorithm Engineer @Delta Electronics
2017 ~ 现在
Algorithm Engineer
一個月內
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) profile Skills Software C++ Python Library / Framework OpenCV PyTorch LibTorch DL / ML
Software Development
Python
C++
就职中
全职 / 暂不考虑远端工作
4 到 6 年
National Chin-Yi University of Technology
Avatar of Hao-Chun (Chad) Yang.
Avatar of Hao-Chun (Chad) Yang.
Senior Machine Learning Engineer @C-Media Electronics
2020 ~ 2021
Machine Learning Scientist, Data Scientist
一個月內
. Enterprise Corporation JanDec 2021 Senior Machine Learning Engineer | C-Media Electronics - Develop real-time deep CRNN AI de-reverberation engine with SRMRLead development of speech cloning from unseen sources using Generative Adversarial Networks. MarNov 2020 Senior Machine Learning Engineer | Institute for Information Industry (III) - Lead the development of deep video retrieval system speeding up the fake news screening using Pytorch and Ranking algorithm. - Build the system with Flask and Docker with Retrieval Precision 95.1%. - The system would be deployed by two NGO fake news checkersTaiwan FactCheck Center and MyGoPen. JanJan 2019 Machine Learning
Python
pytorch
tensorflow
服兵役中
全职 / 对远端工作有兴趣
4 到 6 年
清華大學
電機工程
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Data Scientist/Machine Learning Engineer @CloudMile_萬里雲
2019 ~ 现在
Data analyst, Machine Learning engineer.
半年內
Deep Learning
Data Analytics
Python
就职中
全职 / 对远端工作有兴趣
4 到 6 年
National Taiwan University of Science and Technology
Computer Science
Avatar of 許善淳.
Avatar of 許善淳.
Sales @Jin Mao Xi technology Inc.
2014 ~ 2016
超過一年
許善淳 網路工程師 台灣,新竹新埔鎮泰陽一街46號[email protected] 技能 數據分析 Python、R:爬蟲 / 資料探索 Deep LearningPytorch / AI模型訓練 金融證照 證券暨期貨市場發展會 - 證券商業務員 證券暨期貨市場發展會 - 期貨商業務員 金融研訓院 - 結構型商品銷售人員
Python
R
Linux
兼职 / 对远端工作有兴趣
4 到 6 年
交通大學
材料工程
Avatar of 顧少齊.
Avatar of 顧少齊.
設備專案工程師 @日月光半導體製造股份有限公司 ADVANCED SEMICONDUCTOR ENGINEERING, INC.
2020 ~ 现在
工程師
三個月內
顧少齊 設備專案工程師 Kaohsiung City, Taiwan 在部門中,我為封裝打線機台負責人角色,同時領導一支由大約10人組成的精英團隊。我的主要職責不僅限於確保機台運作的高效與可靠,還包括對於設備的定期維護與緊急修理,以防止生產中斷並最大化生產
Equipment repair and maintenance
Wire bonding process
Python
就职中
目前会考虑了解新的机会
全职 / 对远端工作有兴趣
4 到 6 年
國立高雄科技大學 National Kaohsiung University of Science and Technology
電腦與通訊工程系
Avatar of 施冠宇.
Avatar of 施冠宇.
Data engineer @H2 Inc.
2021 ~ 现在
AI engineer, ML engineer, data scientist
三個月內
供相對應的數據分析 - 針對不同 project 進行 exploratory data analysis 分析 AI 工程師 • 林口長庚醫院-AI core lab 六月三月 2021 【建置 AI 模型與應用】 - 利用 AI deep learning CNN models,解決醫療領域的問題 - 利用機器學習方法輔助解決醫療領域問題 - 搭配 Linux bash shell 幫助 AI 模型的運行 1. Corneal ulcer - 建立
Airflow
Docker
AWS
就职中
目前会考虑了解新的机会
全职 / 对远端工作有兴趣
4 到 6 年
清華大學
動力機械工程學系
Avatar of 陳世芳.
Research Engineer
一年內
Program in Artificial Intelligence From Taiwan Artificial Intelligence Academy 2021~2023 Patent Application TOPIC: A Robust Counting and Measurement Approach for Stacked Substrates Patents of of this work are approval by Taiwan Intellectual Property Office, Invention patentwas accepted in 30 Mar 2023, Utility patent ( Mwas accepted in AugOpenCV Official Training DEEP LEARNING WITH PYTORCH Focus on deep learning 2020 OpenCV Official Training COMPUTER VISION 2 Especially focus on face recognition and plate recognition 2020 Publish conference paper in the CVGIP 2020 TOPIC: A VISION-BASED PITCHER RELEASE POINT DETECTION SYSTEM, Hoster : NCTU, NTHU, and IPPR 2019 OpenCV Official Training COMPUTER
Computer Vision
Data Science
Deep Learning
就学中
Intern / 对远端工作有兴趣
4 到 6 年
National Chiao Tung University
Computer Science
Avatar of 莊格維.
Avatar of 莊格維.
人工智慧研發工程師 @睿訊有限公司
2019 ~ 现在
一年內
Ko-Wei Chuang Machine Learning Engineer Taipei City, Taiwan I have over 10 years of working as an engineer and programmer. the summary of my working experience about below: I. 3 years iOS/Android App development II. 6 years for server/ backend /service design III. 10 years client-site development IV. 2 years Machine learning/Deep learning Work Experience Machine Learning Engineer • Revovision Ltd JulyPresent 1. use machine learning model to solve the internal requirements. 2. research deep learning and top pre-training models to help the company
Python
Django
tensorflow
全职 / 对远端工作有兴趣
10 到 15 年
國立政治大學
資料科學

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职场能力评价定义

专业技能
该领域中具备哪些专业能力(例如熟悉 SEO 操作,且会使用相关工具)。
问题解决能力
能洞察、分析问题,并拟定方案有效解决问题。
变通能力
遇到突发事件能冷静应对,并随时调整专案、客户、技术的相对优先序。
沟通能力
有效传达个人想法,且愿意倾听他人意见并给予反馈。
时间管理能力
了解工作项目的优先顺序,有效运用时间,准时完成工作内容。
团队合作能力
具有向心力与团队责任感,愿意倾听他人意见并主动沟通协调。
领导力
专注于团队发展,有效引领团队采取行动,达成共同目标。
兩個月內
National Chiao Tung University
2019 ~ 2021
New Taipei City, Taiwan
专业背景
目前状态
就学中
求职阶段
专业
数据科学家
产业
软件
工作年资
小於 1 年工作经验(2 到 4 年相关工作经验)
管理经历
我有管理 1~5 人的经验
技能
Python
R
PyTorch
SQL
Machine Learning
Deep Learning
Statistics
Operation Research
Data Analysis
Web Crawler
语言能力
English
中阶
求职偏好
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
预期工作模式
全职
期望的工作地点
台灣新北台北, 台灣新竹市北新竹, 台灣台北板橋區新北, 台灣新竹市北
远端工作意愿
对远端工作有兴趣
接案服务
学历
学校
國立交通大學
主修科系
工業工程與管理學系
列印
Profile 03 00@2x

楊佳儒 Roger Yong

I have experience in Statistical Tests, Data Analysis, Machine Learning, Deep Learning and Image Recognition. I am also with programming skills in Python, SQL, R, HTML. Besides that, I am a self-motivated person who is eager to gain more experience on programming and a good teamworker.

1996, New Taipei,TW 0939-121-671
[email protected]


Experience


IE Engineer / Vanguard International Semiconductor Corporation   

2021 / 8 - 2021 / 10, 2022 / 2 - Present

Job Description: 

  • Tool Productivity Management Report System
  • CAPEX New Tool Performance Tracing
  • Abnormal Tool Performance Auto-Alarm Email
  • IE Dept Database Development and Management
Python | Power BI | Oracle SQL | Microsoft SQL | Django | UiPath


AI Algorithm Intern / Gallant Precision Machining Co Ltd  

2021 / 3 - 2021 / 6

Job Description: 

Improve the algorithm by localizing and classifying defects on wafers. 
By using machine learning and deep learning methods to improve the algorithm by localizing and classifying defects on wafers. The purpose is to rescue the overkilled wafer (which was supposed to be normal but was detected as a defective product by AOI machine).

Methodology:

  • Resnet 
  • Densenet 
  • Defect Detection Using Denoising Convolutional Autoencoder 
  • Unsupervised Anomaly Detection Using Deep Autoencoding Gaussian Mixture model 


Python | PyTorch | Machine Learning | Deep Learning | OpenCV

Automation Developer Intern / Vanguard International Semiconductor Corporation 

2020 / 7 - 2020 / 8 

Job Description: 
  • Face Recognition
  • Lot ID Recognition
  • Automation Report System Development
Python | PyTorch | OpenCV | UiPath | Power BI | Deep learning | Image Recognition 
Object Detection

Research Assistant / National Chiao Tung University Big Data Research Center

2018 / 7  - 2020 / 12

Job Description: 

  • Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning. 
  • Analyze world university rankings
  • Analyze paper influence of Kaohsiung Medical University
  • Course recommendation system

Data analysis | Database managemen | Statistical Tests | Machine Learning | Web crawler

Research Assistant / National Chiao Tung University

2019 / 9 - 2021 / 7

Research topics:

  • Performance Analysis of F-policy GI/M/1/K Queuing System with Heterogeneous Service Rates
  • Performance comparison of typical machine learning algorithms for abnormal prediction of process capability indicators under unbalanced data
Operation Research | Machine Learning | Deep Learning | Python | PyTorch

Industry-Academia Cooperation / CAR GO ENTERPRISE LTD.

2019 / 11  - 2020 / 6

Job Description: 
  • Warehouse management of customized motor vehicle parts vacuum forming process
  • Quality monitoring system development
Database development | Data warehouse | Python | Django | PostgreSQL

EDUCATION

Master of Industrial Engineering and Management

National Chiao Tung University 

2019 / 9 - 2021 / 7

Bachelor of Industrial Engineering and Management

National Chiao Tung University 

2015 / 9  - 2019 / 6 

Skill


Programming

Python, R, SQL, Power BI


Skill

Data Analysis, Operation Research, Machine Learning, Statistic, Deep Learning, Database management

Research Program

Assessing Create, Interdisciplinary and Hand-on Learning Outcomes in Innovative Creative Technology Co-working Space  

2019/ 7 - 2020/ 6 

Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning... etc.

Optimal Inventory Replenishment Policy for a Multi-server Queueing System with Balking, Reneging and Feedback 

2020/9 - 2020/ 7

Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates and Optimization

Performance Comparison Of Typical Machine Learning Algorithms For Abnormal Prediction Of Process Capability Indicators Under Unbalanced Data 

2020/ 9 - 2021/ 7

Establish interpretable and repayable predictive models through the typical machine learning algorithms, and use process capability indicators as the response variables for consistent quality abnormalities, abnormal production yields, and abnormal process capabilities to compare the performance of different algorithms in  limited samples.

OTHERS

The 16th Annual Meeting of the Operations Research Society of Taiwan (ORSTW 2020)

Date : 2020/11/16

subject : The Application of Statistics and Quantity Method

Thesis Topic: Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates

Journal Article-Journal of Industrial and Management Optimization (JIMO)

Topic: Performance evaluation and bi-objective optimization for F-policy queue with alternating service rates

简历
个人档案
Profile 03 00@2x

楊佳儒 Roger Yong

I have experience in Statistical Tests, Data Analysis, Machine Learning, Deep Learning and Image Recognition. I am also with programming skills in Python, SQL, R, HTML. Besides that, I am a self-motivated person who is eager to gain more experience on programming and a good teamworker.

1996, New Taipei,TW 0939-121-671
[email protected]


Experience


IE Engineer / Vanguard International Semiconductor Corporation   

2021 / 8 - 2021 / 10, 2022 / 2 - Present

Job Description: 

  • Tool Productivity Management Report System
  • CAPEX New Tool Performance Tracing
  • Abnormal Tool Performance Auto-Alarm Email
  • IE Dept Database Development and Management
Python | Power BI | Oracle SQL | Microsoft SQL | Django | UiPath


AI Algorithm Intern / Gallant Precision Machining Co Ltd  

2021 / 3 - 2021 / 6

Job Description: 

Improve the algorithm by localizing and classifying defects on wafers. 
By using machine learning and deep learning methods to improve the algorithm by localizing and classifying defects on wafers. The purpose is to rescue the overkilled wafer (which was supposed to be normal but was detected as a defective product by AOI machine).

Methodology:

  • Resnet 
  • Densenet 
  • Defect Detection Using Denoising Convolutional Autoencoder 
  • Unsupervised Anomaly Detection Using Deep Autoencoding Gaussian Mixture model 


Python | PyTorch | Machine Learning | Deep Learning | OpenCV

Automation Developer Intern / Vanguard International Semiconductor Corporation 

2020 / 7 - 2020 / 8 

Job Description: 
  • Face Recognition
  • Lot ID Recognition
  • Automation Report System Development
Python | PyTorch | OpenCV | UiPath | Power BI | Deep learning | Image Recognition 
Object Detection

Research Assistant / National Chiao Tung University Big Data Research Center

2018 / 7  - 2020 / 12

Job Description: 

  • Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning. 
  • Analyze world university rankings
  • Analyze paper influence of Kaohsiung Medical University
  • Course recommendation system

Data analysis | Database managemen | Statistical Tests | Machine Learning | Web crawler

Research Assistant / National Chiao Tung University

2019 / 9 - 2021 / 7

Research topics:

  • Performance Analysis of F-policy GI/M/1/K Queuing System with Heterogeneous Service Rates
  • Performance comparison of typical machine learning algorithms for abnormal prediction of process capability indicators under unbalanced data
Operation Research | Machine Learning | Deep Learning | Python | PyTorch

Industry-Academia Cooperation / CAR GO ENTERPRISE LTD.

2019 / 11  - 2020 / 6

Job Description: 
  • Warehouse management of customized motor vehicle parts vacuum forming process
  • Quality monitoring system development
Database development | Data warehouse | Python | Django | PostgreSQL

EDUCATION

Master of Industrial Engineering and Management

National Chiao Tung University 

2019 / 9 - 2021 / 7

Bachelor of Industrial Engineering and Management

National Chiao Tung University 

2015 / 9  - 2019 / 6 

Skill


Programming

Python, R, SQL, Power BI


Skill

Data Analysis, Operation Research, Machine Learning, Statistic, Deep Learning, Database management

Research Program

Assessing Create, Interdisciplinary and Hand-on Learning Outcomes in Innovative Creative Technology Co-working Space  

2019/ 7 - 2020/ 6 

Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning... etc.

Optimal Inventory Replenishment Policy for a Multi-server Queueing System with Balking, Reneging and Feedback 

2020/9 - 2020/ 7

Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates and Optimization

Performance Comparison Of Typical Machine Learning Algorithms For Abnormal Prediction Of Process Capability Indicators Under Unbalanced Data 

2020/ 9 - 2021/ 7

Establish interpretable and repayable predictive models through the typical machine learning algorithms, and use process capability indicators as the response variables for consistent quality abnormalities, abnormal production yields, and abnormal process capabilities to compare the performance of different algorithms in  limited samples.

OTHERS

The 16th Annual Meeting of the Operations Research Society of Taiwan (ORSTW 2020)

Date : 2020/11/16

subject : The Application of Statistics and Quantity Method

Thesis Topic: Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates

Journal Article-Journal of Industrial and Management Optimization (JIMO)

Topic: Performance evaluation and bi-objective optimization for F-policy queue with alternating service rates