CakeResume Talent Search

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4〜6年
6〜10年
10〜15年
15年以上
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軟體工程師 @Wistron NeWeb Corporation 啟碁科技股份有限公司
2023 ~ 2023
軟體工程師
2ヶ月以内
Word
PowerPoint
Excel
就学中
就職希望
フルタイム / リモートワークに興味あり
4〜6年
國立中正大學(National Chung Cheng University)
Computer Science and Information Engineering
Avatar of 陳昱希.
Avatar of 陳昱希.
Computer Vision Engineer @Academia Sinica
2015 ~ 現在
Computer Vision Engineer
1ヶ月以内
陳昱希 Computer Vision Engineer Yu-Hsi Chen has rich experience in developing computer vision and machine learning algorithms. In his recent work at Academia Sinica, he has focused on using machine learning to solve traditional computer vision and image / video processing problems. His developed NeighborTrack is a state-of-the-art single object tracking system in the field. During his school days, he used verilog on FPGA to implement the 3A system of the camera. website: Yu-hsi Chen (franktpmvu.github.io) Taipei City, Taiwan Yu-hsi Chen (franktpmvu.github
Provides Feedback
Communication
Precision
就職希望
フルタイム / リモートワークに興味あり
6〜10年
LUNGHWA university
Master of Science
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Avatar of the user.
Blockchain Enginner & AI Lead @Portal Network
Blockchain engineer & Blockchain consulting
1ヶ月以内
Solidity
blockchain development
Docker
フルタイム / リモートワークに興味あり
4〜6年
Avatar of DboyLiao.
Avatar of DboyLiao.
Principal Engineer @Coretronic Corporation, 中強光電
2020 ~ 2022
Machine Learning Engineer
1ヶ月以内
Senior Software Developer, Wuduker Inc., JanuaryOctober 2020 iSchedule, a preference aware scheduling system. Responsible for designing RESTful API, database schema and core scheduling solver Anomaly detection system with Deep Metric Learning Develop deep learning model with PyTroch and PyTorch-Lightning Consulting service. Including Spark pipeline optimization, deep learning model development and general Python/C++ development Machine Learning Engineer, Pinkoi Inc., DecemberDecember 2019 Recommendation System, including item-based/store-based recommendation, keyword suggestion, making significant improvement on recommendation quality and coverage. Machine Learning Algorithm Design Data Pipeline, including on-site advertising and
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 YEN-TING CHEN.
Avatar of YEN-TING CHEN.
Research Assistant of National Taiwan University @National Taiwan University
2023 ~ 現在
Graduate research assistant
6ヶ月以内
YEN-TING CHEN (陳彥廷) I am a graduate student in the Department of Psychology at National Taiwan University ( NTU). For me, diving into psychometrics and exploring data with reasonable statistical method is to clarify a new world of understanding people around us. Whether it's a quirky little issue or a big, serious one, I've got curiosity and grabbed my attention to figure out problems using the tools or theories of psychometrics and data analysis . Right now, I am turning curiosity into discoveries in the wild world of Psychology and All kinds of Data
EDA
Python Programming
R Programming
就学中
パートタイム / リモートワークに興味あり
4〜6年
National Taiwan University
Psychometrics (Division of Psychology), Methodology (Division of Psychology)
Avatar of Benjamin Deporte.
Avatar of Benjamin Deporte.
AI, Machine Learning and Data Manager @IRT Saint Exupery
2021 ~ 現在
Data Analyst、Data Scientist、AI Engineer、Project Manager
1ヶ月以内
Benjamin Deporte [email protected] AI, Machine Learning and Data Officer Innovative AI/ML seasoned leader with strong mathematical background and hands-on knowledge of machine learning algorithms and best practices. Specialized in Cybersecurity, Healthcare and Aerospace. Demonstrated driving business value through 10+ years of experience within different businesses, in direct management or thought leadership roles. Leadership, networking, communication and language skills. Skills Expertise in Artificial Intelligence and Machine Learning Specialization in Cybersecurity, Healthcare and Aerospace. Leadership abilities, networking and communication skills Business acumen in multicultural, global organizations Work
Proficiency in Artificial Intelligence and Machine Learning
Knowledgeable in cybersecurity
Project and Account management
就職中
フルタイム / リモートワークに興味あり
6〜10年
Télécom Paris
Cybersecurity
Avatar of NengChien Wang.
Avatar of NengChien Wang.
Past
Senior Software Engineer @DOINT
2021 ~ 2023
Software engineer, Image Processing engineer, Algorithm engineer
3ヶ月以内
Docker Doxygen Swig (API for python from C++) OpenCV OpenCL Linux Skill multi-threads distributed computing serialization/deserialization CICD data version control (DVC) MLOps Image Processing PCA Interactive Segmentation Connected Component Image Stitching Direct Linear Transformation Kalman Filter (Tracking) SIFT Hough HoG Image Deblurring Depth Estimation ISP Machine Learning Framework Transformation Data Augmentation Transfer Learning Model Pruning Model Quantization Performance Evaluation Parameter Fine-tuning Model : SVM, LeNet, AlexNet, VGG, GoogLeNet, SSD, YOLO, MobileNet, ShuffleNet, FaceNet, Xception, MatrixNet, CenterNet, CSPNet, M2Det, EfficientNet/Det Projects HPC Keyword Spotting Automatic Speech Recognition Distributed Inference System Social Distancing Estimation (Lidar
Python
Machine Learning
C++
無職
フルタイム / リモートワークに興味あり
6〜10年
National Taiwan University
Communication Engineering
Avatar of Eddy Chen.
Avatar of Eddy Chen.
機器學習工程師 @日新軟體股份有限公司
2021 ~ 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
6ヶ月以内
focus mainly on object detection, sensor fusion and sensor calibration. 3+ years of experience in machine learning. Used to conduct research in medical AI projects and possess experience in implement real-world end-to-end ML project . Skills Programming Languages Python C++ SQL Machine Learning TensorFlow Pytorch Scikit-learn Matplotlib Others FastAPI Docker Redis Linux Certification Taiwan AI Academy - AI Technical Professionals Program NVIDIA DLI Certificate – Applications of AI for Anomaly Detection Work Experience Machine Learning Engineer NEUTEC • MayPresent Develop, optimize and maintain the machine learning algorithm for internal process automation. Deploy machine
AI & Machine Learning
Image Processing
python
就職中
フルタイム / リモートワークに興味あり
4〜6年
國立臺北科技大學
機電整合所
Avatar of Kishan Gondaliya.
Avatar of Kishan Gondaliya.
AI & Embedded Systems Consultant @Self Employed
2021 ~ 現在
Deep Learning Engineer
1年以上
Kishan Gondaliya Experienced embedded software engineer working on Embedded Systems and Deep Learning to enable vision and voice-based machine learning algorithms on low-power FPGA and edge embedded devices. ~8 years of experience consists in writing, debugging, and optimizing software/firmware for embedded [email protected] Ahmedabad, Gujarat, India Skillset Languages: Frameworks: Dev Tools: HW Platform: Cloud (GCP): Cloud (AWS): Other: C, Python, C++ Tensorflow (TFlite, TFmicro), Keras, Caffe, Darknet Anaconda, Git, Gerrit, Perforce, Pycharm, CVS, Jira, Confluence Google Coral TPU, Lattice ECP5, U+, Crosslin-NX FPGA, Raspberry Pi, Intel Movidius, NVIDIA
Deep Learning
machine learning
aws
就職中
フルタイム / リモートワークに興味あり
4〜6年
Charotar University of Science & Technology
Electronics & Communication
Avatar of the user.
Avatar of the user.
Data Scientist | Associate Researcher @China Engineering Consultants, Inc.
2020 ~ 現在
資料分析師
1年以上
Python
SQL/MySQL
SQL Server
就職中
フルタイム / リモートワークに興味あり
6〜10年
國立東華大學(National Dong Hwa University)
應用數學研究所

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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.
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Ability to convey information effectively and is willing to give and receive feedback.
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Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
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Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
2ヶ月以内
National Chiao Tung University
2019 ~ 2021
New Taipei City, Taiwan
Professional Background
現在の状況
就学中
求人検索の進捗
Professions
Data Scientist
Fields of Employment
ソフトウェア
職務経験
1年未満の職務経験(2〜4年関連)
Management
I've had experience in managing 1-5 people
スキル
Python
R
PyTorch
SQL
Machine Learning
Deep Learning
Statistics
Operation Research
Data Analysis
Web Crawler
言語
English
中級者
Job search preferences
希望のポジション
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
求人タイプ
フルタイム
希望の勤務地
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
リモートワーク
リモートワークに興味あり
Freelance
いいえ。
学歴
学校
國立交通大學
専攻
工業工程與管理學系
印刷
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

Resume
プロフィール
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