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Avatar of Farid Al Ghozali.
Avatar of Farid Al Ghozali.
Senior Account Manager @360 Saga - PR & Event Activation
2019 ~ Présent
Dans 1 mois
Farid Al Ghozali Everything negative pressure challenges are all an opportunity for me to rise.. He who walks in integrity, who does what is right and who speaks the truth in his heart.. Jakarta, Indonesia Pengalaman Kerja Centralized Processing Loan and Channeling, Monitoring and Regulatory Reporting Credit Ass Manager • Bank Sahabat Sampoerna MaretPresent • Approval the process of credit disbursement, repayment, extension, and restructuring in accordance with the documents and data received loan Bank and Fintech. • Perform daily reconciliation of client accounts and transactional data. Investigate and resolve discrepancies in trade details, ensuring accuracy and
Microsoft Office
SQL
SQL Server
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
10 à 15 ans
Universitas Prof. Dr. Moestopo (Beragama)
International Relations and National Security Studies
Avatar of the user.
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
Dans 1 mois
Python
R
Natural Language Processing (NLP)
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
國立政治大學(National Chengchi University)
資訊科學系
Avatar of the user.
Avatar of the user.
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Présent
Software Engineer
Dans 1 mois
Python
AI & Machine Learning
Image Processing
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
國立台灣大學
生物產業機電工程所
Avatar of Justin Liu.
Avatar of Justin Liu.
Manager @GOMAJI 夠麻吉
2017 ~ Présent
Project Lead / Tech Lead / Team Lead / Technical Manager
Dans 1 mois
Justin Liu GOMAJI 夠麻吉 經理 A technical leader with extensive IT management experience, skilled in driving technological innovation, optimizing development processes, and leading cross-functional teams to achieve business objectives. In my previous roles, I successfully led a team of 10, including web developers, App developers, DevOps, data engineers, and API developers, to accomplish several key projects. I have a profound understanding and practical experience in technical architecture, cloud architect solutions(GCP and AWS), CI/CD and Docker, and data analytics, and committed to enhancing team efficiency and product quality. 具有豐
Team Lead
Management Team
Cloud Architecture
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
10 à 15 ans
Shih Hsin University
Management Information Systems, General
Avatar of Sage Hollingsworth.
Avatar of Sage Hollingsworth.
Past
Information Desk Receptionist @West Jefferson Medical Center
2014 ~ 2017
Customer Service Representative
Dans 1 mois
calling to order their prescriptions for home delivery and processed those orders. • Kept meticulous records of all relevant documentation within the EMR system for easy access by healthcare providers. • Consulted with physicians, colleagues, and supervisors to ensure highest level of patient care. • Supported financial goals by accurately processing patient payments, insurance claims, and assisting customers with various billing inquiries. • Safeguarded patient privacy by maintaining strict adherence to HIPAA regulations during all interactions. Information Desk Receptionist West Jefferson Medical Center AugOct 2017 • Streamlined front desk operations for increased efficiency, managing phone calls and directing visitors to
Emotional Intelligence
Case Management
HIPPA
Sans Emploi
Prêt à l'interview
Temps plein / Uniquement Travail à distance
6 à 10 ans
Jospeh S. Clark Preparatory
*
Avatar of 蔡文萱.
Avatar of 蔡文萱.
Sales Control Coordinator @Bosch Taiwan
2018 ~ Présent
Operation Specialist/Logistics Specialist
Dans 1 mois
Demand planning for local mobility OEM (Original Equipment Manufacture) customers with accuracy Order and delivery management as per customer requirements Controlled inventory and yearly stocktaking without profit and loss Annual team building arrangement Sales Assistant • Eclat Textile Co. AugustMay 2014 | New Taipei city, Taiwan Outdoor brand customers garment orders processing Achieved export delivery in time for special sport events rush orders Trouble shooting for garment dying quality issue Intern • Bluesign Technologies AG JulyAugust 2011 | St. Gallen Switzerland Translation for yearly conference customer data and invitation Department supporting Education • Taiwan Tunghai University 東海大學 Foreign Language and
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
10 à 15 ans
Tunghai University
外國語文學系
Avatar of 王文祥.
Avatar of 王文祥.
經理 @鴻博資訊有限公司
2015 ~ Présent
軟體工程師、電玩程式設計師、後端工程師、APP開發工程師、演算法開發工程師
Dans 1 mois
machine learning that I have researched and become familiar with over the past year: Numpy (Numerical Computing Library) : Numpy is one of the core libraries for numerical computing in Python. It provides powerful mathematical functions and array operations, capable of handling multidimensional arrays and matrix operations. In data processing and analysis, Numpy is an indispensable tool for efficiently handling large amounts of data. Pandas (Data Analysis Library) : Pandas is an important library in Python for data analysis and data processing. It offers powerful data structures such as DataFrame and Series, making data reading, manipulation, and analysis
Python
AOI
MES
Employé
Prêt à l'interview
Temps plein / Uniquement Travail à distance
10 à 15 ans
崑工科技大學
電子工程
Avatar of Vision Hung.
Avatar of Vision Hung.
Senior Frontend Engineer @Health2Sync
2018 ~ Présent
Sr. Front-end, Sr. Web Developer
Dans 1 mois
DevOps members to plan and build the CI/CD development process. Import Webpack, and integrate scattered project technology to reduce maintenance costs. Draughtsman & Equipment operator 平洲企業有限公司 • NovAug 2018 My family business. I'm responsible for the operation of stone processing machines. Use AutoCAD for draft design and support customer needs. Self-learning front-end web skills to prepare to make a career change. Web Development Intern — Streams Inc. • JulJun 2017 Use PHP/MySQL to develop and maintain the background system. Responsible for the
JavaScript
Github
JQuery
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
國立高雄應用科技大學
電子工程系
Avatar of Arco Hsieh.
Avatar of Arco Hsieh.
Past
Senior iOS Developer @Rooit Inc. (XO App)
2022 ~ 2023
iOS / Backend / DevOps
Dans 1 mois
services. - Implemented Kubernetes for handling rolling updates, scaling behavior, and ingress features. - Utilized Docker for building container images. - Managed PostgreSQL databases in GCP Cloud SQL for data storage. - Handled network traffic with Google Cloud Load Balancing. - Manually integrated ECPAY API and TapPay service for payment processing. - Implemented Redis cluster in Kubernetes to enhance API performance. - Deployed EFK stack for logging system management. - Utilized Prometheus for monitoring system health. - Employed RabbitMQ as a message broker for handling mail system functionalities. Senior iOS Developer at PressPlay 2017/08//05
Rust
Docker
Kubernetes
Sans Emploi
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
武漢大學
中文
Avatar of the user.
Avatar of the user.
Past
DeFi Engineer @OpenOcean Finance
2023 ~ 2024
Blockchain Developer
Dans 1 mois
Rust
Solana
Cryptography/Cryptocurrency
Sans Emploi
Prêt à l'interview
Temps plein / Uniquement Travail à distance
4 à 6 ans
Kyiv National Taras Shevchenko University
Computer Science

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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
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Dans 1 an
Data Scientist
之類顧問股份有限公司 Zigzag Analog Consulting
2020 ~ 2022
Taipei, 台灣
Professional Background
Statut Actuel
Employé
Progrès de la Recherche d'Emploi
Ne recherche pas de nouvelles opportunités
Professions
Research / R&D, Data Engineer, Data Scientist
Fields of Employment
Informatique / Numérique, Organisation / Gestion, Stratégie
Expérience Professionnelle
4 à 6 ans expérience professionnelle (2 à 4 ans relevant)
Management
I've had experience in managing 1-5 people
Compétences
python programming
PyTorch
tensorflow
Tensorflow (Keras)
sklearn
Python
Machine Learning
Linguistics
Computational Linguistics
Explainable AI
Product Analysis
A/B Testing
Langues
English
Courant
Job search preferences
Position Désirée
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Type d'emploi
Temps plein
Lieu Désiré
Taipei, 台灣
Travail à distance
Intéressé par le travail à distance
Freelance
Oui, je suis indépendant à temps partiel
Éducation
École
National ChengChi University
Spécialisation
Digital Content
Imprimer
Hnkty4kpokjxsvm1ihxh

Chenyu Tsai

A data engineer and cross-domain practitioner with a passion for programming, linguistics, and design thinking. My primary research areas include explainable NLP systems and natural language understanding. I am dedicated to the development of robust data systems. Additional research interests encompass human-computer interaction, user experience, design thinking, and writing.

Data Engineer

[email protected]

Work Experience


Junyi AcademyData EngineerOct 2022 to Present

  • Streamlined DevOps processes to enhance efficiency, resulting in a 95 % reduction in development iteration time, thereby accelerating product delivery.
  • Successfully implemented cost management strategies, optimizing resource allocation and reducing storage expenses by 80 %.

Zigzag Analog, Data Scientist, Aug 2020 ~ Sep 2022

  • Assisted clients in building data-driven business infrastructures, utilizing existing data and Tableau to create dashboards providing product insights, marketing information, and business goals.
  • Designed and implemented A/B experiments for clients' digital funnels, improving the conversion rate by 11% and reducing churn by 6%.
  • Leveraged SQL, cloud service Linode, and LINE to construct a digital platform monitoring system for clients. As a result, the response time to customer complaints was reduced from an average of 3 days to 2 hours, and the customer complaint/compensation ratio decreased by 27%.
  • Built a sales data model and generated insights for operations and manufacturing, leading to a reduction in manufacturing costs by 7 % and a revenue increase of 5 %.
  • Assisted client operations, finance, and sales in establishing a data-driven culture and SOPs.

Garden Villa, Special Assistant to General Manager, Jul 2015 ~ Aug 2018

  • Cooperated with the General Manager in recruiting, training, payroll processing, performance evaluations, promotions, and employee release processes.
  • Coordinated with the General Manager in planning short and long-term projects, budgets, expense controls, schedules, and manpower.
  • Implemented quality and productivity objectives to achieve company goals.
  • Supervised staff and controlled merchandise.
  • Ensured company policies and procedures were adhered to.

Education

National Chengchi University, Master of Science(MS), Digital Content, 2018 ~ 2020 GPA: 4.2/4.3

  • Served as the Head Teaching Assistant for Artificial Intelligence and Design Thinking, mentoring 50 students to develop and execute 8 AI projects successfully.
  • Achieved 1st place among 70 teams in the TRANS ACTION competition, collaborating with 6 teammates to develop a service that significantly improved the environment for migrant workers in Taiwan.

National Chengchi University, Creative Design Program, 2013 ~ 2014

National Chengchi University, Bachelor of Arts(BA), Chinese Literature, 2011 ~ 2015 GPA: 4.0

Publication


  • Modeling Meta-Explainability of Natural Language Inference
    • NCCU 2022 Doctoral and Master's Thesis Award
    • Published "Evaluating Model Explainability with Human-Involved Test," providing the Explainable Artificial Intelligence community with cutting-edge insights.
    • In the Natural Language Inference scenario, identified that attention mechanisms do tend to attend key information after training with different but related tasks.
    • Retrieved explanations for the NLI task from attention weight, analyzed the meta-explainability of different models and methods.. 
    • Compared the differences between how models and humans create explanations, evaluating human trust and preference for the model explanation.
    • Github Link 

Projects


Below are some of my project experiences. Most projects combine information technology and user research/experience to better meet users' needs.


Comment Monitor System

Achievements:

  • Reduced response time from an average of 3 days to 2 hours without increasing labor costs.
  • Decreased the customer complaints/compensation ratio by 27%.
Methodologies:
  • Utilized selenium and platform APIs to periodically obtain reviews.
  • Deployed applications via the cloud service platform Linode and Docker.
  • Integrated the LINE Bot API to send notifications to customer service staff.

Financial Data Analyzing System
Personal Development Project

Achievements: 
  • Selected financial analysis methods and data reported.
Methodologies:
  • Deployed distributed scraper via Celery and RabbitMQ.
  • Built RESTful API with Fast API.
  • Deployed application via cloud service platform Linode and Docker.
  • Wrote automated tests, maintained GitLab CI/CD, and managed version control.
  • Built SQL database.
  • Analyzed financial document with NLP sentiment analysis.


Mygran

  • Secured 1st place in TRANS ACTION AWARD 2018, a competition that merges cross-domain knowledge and user experience.
  • Proposed a service to tackle issues arising from the growing needs of migrant workers.
  • As a core member and researcher, I participated in the entire research process and contributed to the application design.

Skills & Knowledge


  • Explainable Artificial Intelligence
    • Experienced in Visualization, Influence Methods, and Example-Based Explanations. 
  • Natural Language Processing
    • Competent in Natural Language Understanding (NLU), Question Answering, and Text Classification.
  • ML and Data Engineering Frameworks
    • Skilled PyTorch, Numpy, Pandas, Scikit-Learn, and Airflow.
  • Data Related Skills
    • Proficient in GCP services (Bigquery, CloudStorage), dbt, RDBMS, SQL, Docker, Git, Tableau, and Product Analysis.

Resume
Profile
Hnkty4kpokjxsvm1ihxh

Chenyu Tsai

A data engineer and cross-domain practitioner with a passion for programming, linguistics, and design thinking. My primary research areas include explainable NLP systems and natural language understanding. I am dedicated to the development of robust data systems. Additional research interests encompass human-computer interaction, user experience, design thinking, and writing.

Data Engineer

[email protected]

Work Experience


Junyi AcademyData EngineerOct 2022 to Present

  • Streamlined DevOps processes to enhance efficiency, resulting in a 95 % reduction in development iteration time, thereby accelerating product delivery.
  • Successfully implemented cost management strategies, optimizing resource allocation and reducing storage expenses by 80 %.

Zigzag Analog, Data Scientist, Aug 2020 ~ Sep 2022

  • Assisted clients in building data-driven business infrastructures, utilizing existing data and Tableau to create dashboards providing product insights, marketing information, and business goals.
  • Designed and implemented A/B experiments for clients' digital funnels, improving the conversion rate by 11% and reducing churn by 6%.
  • Leveraged SQL, cloud service Linode, and LINE to construct a digital platform monitoring system for clients. As a result, the response time to customer complaints was reduced from an average of 3 days to 2 hours, and the customer complaint/compensation ratio decreased by 27%.
  • Built a sales data model and generated insights for operations and manufacturing, leading to a reduction in manufacturing costs by 7 % and a revenue increase of 5 %.
  • Assisted client operations, finance, and sales in establishing a data-driven culture and SOPs.

Garden Villa, Special Assistant to General Manager, Jul 2015 ~ Aug 2018

  • Cooperated with the General Manager in recruiting, training, payroll processing, performance evaluations, promotions, and employee release processes.
  • Coordinated with the General Manager in planning short and long-term projects, budgets, expense controls, schedules, and manpower.
  • Implemented quality and productivity objectives to achieve company goals.
  • Supervised staff and controlled merchandise.
  • Ensured company policies and procedures were adhered to.

Education

National Chengchi University, Master of Science(MS), Digital Content, 2018 ~ 2020 GPA: 4.2/4.3

  • Served as the Head Teaching Assistant for Artificial Intelligence and Design Thinking, mentoring 50 students to develop and execute 8 AI projects successfully.
  • Achieved 1st place among 70 teams in the TRANS ACTION competition, collaborating with 6 teammates to develop a service that significantly improved the environment for migrant workers in Taiwan.

National Chengchi University, Creative Design Program, 2013 ~ 2014

National Chengchi University, Bachelor of Arts(BA), Chinese Literature, 2011 ~ 2015 GPA: 4.0

Publication


  • Modeling Meta-Explainability of Natural Language Inference
    • NCCU 2022 Doctoral and Master's Thesis Award
    • Published "Evaluating Model Explainability with Human-Involved Test," providing the Explainable Artificial Intelligence community with cutting-edge insights.
    • In the Natural Language Inference scenario, identified that attention mechanisms do tend to attend key information after training with different but related tasks.
    • Retrieved explanations for the NLI task from attention weight, analyzed the meta-explainability of different models and methods.. 
    • Compared the differences between how models and humans create explanations, evaluating human trust and preference for the model explanation.
    • Github Link 

Projects


Below are some of my project experiences. Most projects combine information technology and user research/experience to better meet users' needs.


Comment Monitor System

Achievements:

  • Reduced response time from an average of 3 days to 2 hours without increasing labor costs.
  • Decreased the customer complaints/compensation ratio by 27%.
Methodologies:
  • Utilized selenium and platform APIs to periodically obtain reviews.
  • Deployed applications via the cloud service platform Linode and Docker.
  • Integrated the LINE Bot API to send notifications to customer service staff.

Financial Data Analyzing System
Personal Development Project

Achievements: 
  • Selected financial analysis methods and data reported.
Methodologies:
  • Deployed distributed scraper via Celery and RabbitMQ.
  • Built RESTful API with Fast API.
  • Deployed application via cloud service platform Linode and Docker.
  • Wrote automated tests, maintained GitLab CI/CD, and managed version control.
  • Built SQL database.
  • Analyzed financial document with NLP sentiment analysis.


Mygran

  • Secured 1st place in TRANS ACTION AWARD 2018, a competition that merges cross-domain knowledge and user experience.
  • Proposed a service to tackle issues arising from the growing needs of migrant workers.
  • As a core member and researcher, I participated in the entire research process and contributed to the application design.

Skills & Knowledge


  • Explainable Artificial Intelligence
    • Experienced in Visualization, Influence Methods, and Example-Based Explanations. 
  • Natural Language Processing
    • Competent in Natural Language Understanding (NLU), Question Answering, and Text Classification.
  • ML and Data Engineering Frameworks
    • Skilled PyTorch, Numpy, Pandas, Scikit-Learn, and Airflow.
  • Data Related Skills
    • Proficient in GCP services (Bigquery, CloudStorage), dbt, RDBMS, SQL, Docker, Git, Tableau, and Product Analysis.