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Past
博士後研究員 @洛桑大學神經發育疾病實驗室
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
En un mes
Data Science
Data Analysis
Machine Learning
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
洛桑聯邦理工學院(EPFL)
神經科學
Avatar of 陶俊良.
Avatar of 陶俊良.
資料分析師 Data Analyst @Portto 門戶科技| Blocto
2022 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
En un mes
陶俊良 (Tao,Chun-Liang) Taipei, Taiwan Email: [email protected] Phone:I am very sensitive to data and enjoy finding inspiration and ideas from them. I am proficient in machine learning, text analysis, and recommendation systems, EVM blockchain analytics, and currently use Python as my primary programming languages. I am always open to learning new things, such as learning new data structure from blockchain. I am currently very interested in blockchain data and on-chain user segamentation. I was working in digital media, advertising (DSP, SSP, DMP platforms), gaming user analyst, blockchain
python
R
MySQL
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
臺灣大學
流行病學與預防醫學所 生物統計組
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Manager of Quality Management @Liberty Resources
2024 ~ Presente
DEI Director
En un mes
Microsoft Office
Photoshop
Communication
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
6-10 años
Drexel University Dornsife School of Public Health
Avatar of Diana Shih.
Avatar of Diana Shih.
Past
Solopreneur @Media Ape
2022 ~ 2024
Creative/Content /Project head Digital, Television ,Films and Social Media
En un mes
and crafting compelling media narratives. Taipei, Taiwan | Portfolio: https://www.shihstories.com/ Skills Video Production Scriptwriting Video Editing Storyboarding 2D Animation Software Adobe Photoshop Adobe After Effects Final Cut Pro Procreate Project Management Time management Stakeholder communication Budget management Resource allocation Analytics Quantitative data analysis Qualitative data analysis Statistical analysis Market research Google Analytics Social media analytics Experience Solopreneur & Executive Producer • Media Ape MayJan 2024 | Taipei, Taiwan ▪️ Founded Media Ape LLC, achieving 1500% revenue increase over one year as a solopreneur in video production. ▪️ Oversaw financial management, sales, marketing, project management
Word
PowerPoint
Excel
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
University of Bonn
Neuroscience
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Past
Seller @Sell MAP Ltd (Shopee)
2022 ~ 2024
主任工程師
En un mes
SPC
FDC
FMEA
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
6-10 años
大葉大學 DaYeh University
電機工程學系
Avatar of Riza Chaidir, S.Si, MM.
Avatar of Riza Chaidir, S.Si, MM.
Past
Area Marketing Manager @PT. Harpindo Jaya
2022 ~ 2024
General Manager, Regional Manager, Area Manager
En un mes
GPA : 3,02 AREA Of EXPERTISE : Planning, coordinating and scheduling. Excellent interpersonal and organization skills Managing task, implementation and communication. Ambitious, excellent reputation as creative, innovative manager capable. SKILLS : Management skills (setting priorities, anticipating needs), Analytical & Problem Solving, Leadership, Interpersonal/social skills, Market Research, Market Planning & Analysis, Advertising & Promotion, good presentation and communication skill, good decision making and problem solving skill, Sales Management, Numerica/Statistical Analysis, MS Office, English Language Jakarta, Indonesia Pengalaman Kerja Area Marketing Manager • PT. Harpindo Jaya SeptemberMaret 2024 MEMONITOR, MENGAWASI, MENGEVALUASI KINERJA CABANG JARINGAN DEALER MOTOR YAMAHA DI WILAYAH JATENG
Microsoft Office
powerpoint
Word
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
Más de 15 años
Universitas Negeri Padang
Marketing/Marketing Management, General
Avatar of Ripley Li.
Avatar of Ripley Li.
Past
Senior Mechanical Design Engineer @Smartmatic
2018 ~ 2024
Lead mechanical engineer
En un mes
sheet metal module. ‐ Validate the layout and module function, establish evaluation plan for testing according to the industry-specific regulations and standards, ensuring designs comply with relevant requirements. ‐ Collect CMF and DFM for tooling open, driving technical knowledge transfer to mass production. ‐ Establish and evaluate the tolerance analysis, statistical analysis for the quality control. ‐ Draft new product development and quotation to customer, ensuring the cost-effectiveness and cost optimization. ‐ Spot the creative mindset to propose and implement innovative solutions to the engineering challenges and then register the new patent, e.g., Paper staging
Creo Parametric
CREO PARAMETRIC
Microsoft Office
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
Más de 15 años
國立中央大學 National Central University
Mechanical Engineering
Avatar of Vel Tien-Yun Wu.
Avatar of Vel Tien-Yun Wu.
Data Engineer @Groundhog Technologies Inc.
2021 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
En un mes
by 15% and increased deployment rates by 60%, demonstrating my ability to leverage data insights to drive business improvements. With a Master's in Information Management and a Bachelor's in Economics, I possess a deep understanding of the data lifecycle, from mining and visualization to machine learning and statistical analysis, using tools like PowerBI, Seaborn, and Tableau. My specialized skills in Time Series Analysis and Machine Learning are complemented by practical experience in data workflow management platforms, such as Airflow. I am proficient in English, which has been invaluable in my work within multidisciplinary teams, ensuring
Git
Python
Scala
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
University of Illinois at Urbana-Champaign, School of Information Sciences
Information Management
Avatar of 吳俊瑩.
Avatar of 吳俊瑩.
Past
Industrial Engineer @鴻海精密工業股份有限公司
2019 ~ 2023
Data Analyst 數據分析師 / Data Scientist 資料科學家
En un mes
吳俊瑩 Dani el 資料科學家/ AI專案管理/ IE工程師 ·4年網通智能製造經驗,負責工業4.0數位轉型專案 ·統計背景、對數字高度敏銳,能夠有效運用數據 ·思緒縝密、規劃能力強,領導團隊朝目標推進 ·積極主動、學習能力佳,持續吸收新知識 danielwu0221@protonmail
python
R
SAP
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立臺北大學 National Taipei University
經濟學
Avatar of Emily Ledoux.
Avatar of Emily Ledoux.
Principal @Cascade Data Labs
2016 ~ 2022
Director Data
En el plazo de dos meses
resources, including direct reports, delivery oversight, hours tracking, QBRs, onboarding management, budget ownership and related responsibilities. Cloud Architect, designing Azure and AWS-based infrastructure patterns across ingestion, storage, processing, and reporting layers Trusted leader across sales, recruiting, contract negotiations, delivery, and team leadership pillars Expert on data visualization and analysis best practices and building targeted data aggregates to simplify these processes JulyJanuary 2022 Principal Cascade Data Labs Designed and built end-to-end data pipelines, analysis tools, ML/AI artifacts to meet client use cases. Primarily worked in Python, SQL, Tableau, and Databricks. Obtained subject matter
PowerPoint
Word
Excel
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
University of Pennsylvania
Economics

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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.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
En el plazo de dos meses
National Chiao Tung University
2019 ~ 2021
New Taipei City, Taiwan
Professional Background
Situación actual
Estudiando
Progreso en la búsqueda de empleo
Professions
Data Scientist
Fields of Employment
Software
Experiencia laboral
Menos de 1 año experiencia laboral (2-4 años relevante)
Management
I've had experience in managing 1-5 people
Habilidades
Python
R
PyTorch
SQL
Machine Learning
Deep Learning
Statistics
Operation Research
Data Analysis
Web Crawler
Idiomas
English
Intermedio
Job search preferences
Posición
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
Tipo de trabajo
A tiempo completo
Ubicación
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
A distancia
Interesado en trabajar a distancia
Freelance
No.
Educación
Escuela
國立交通大學
Mayor
工業工程與管理學系
Imprimir
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
Perfil
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