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Lead Engineer, Team Lead @ MoneyLion Malaysia Sdn Bhd2021 ~ Hiện tại
・
Sr. Engineering Manager
Trong vòng một năm
the following projects for one of the leading banks in South-East Asia: PromptPay Funds Transfer (PPFT) : Project to allow for interbank funds transfers, through various channels, by recipients’ proxy ID (mobile number or government-issued ID number). PromptPay Bill Payment (PPBP) : Leveraging the existing PPFT infrastructure, developed the C2B, C2C, and B2B bill payment (using the biller's proxy ID) capability. PromptPay Funds Transfer (PPFT eWallet) : Leveraging the existing PPFT infrastructure, developed the capability of transferring funds directly to the recipient’s eWallet, instead of their bank account. PromptPay ISO20022 : Project for retail merchant transactions using
Đã có việc làm
Full-time / Quan tâm đến làm việc từ xa
10-15 năm
Uttarakhand Technical University
・
Computer Science and Engineering
總顧問 @資策服務顧問股份有限公司2018 ~ Hiện tại
・
商業開發、業務
Trong vòng ba tháng
發創業計畫 22.鴻豪科紡股份有限公司：AIR TEX複合性機能布料產品化可行性先期研究計畫 23.富盈數據股份有限公司：C2B商務場域建置AI決策分析服務推動計畫 24.必銳錡科技有限公司：BVG－數據整合分析營運顧問服務創業計畫 25.外外
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10-15 năm
淡江大學
・
財務金融
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10-15 năm
實踐大學
・
媒體設計Kế hoạch tuyển dụng đơn giản và hiệu quả nhất
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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.
Professional Background
Tình trạng hiện tại
Tiến trình tìm việc
Professions
Data Scientist
Fields of Employment
Kinh nghiệm làm việc
Dưới 1 năm
Management
Chưa có
Kỹ năng
Ngôn ngữ
Chinese
・
Bản địa hoặc song ngữ
English
・
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Japanese
・
Sơ cấp
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Vị trí
Data Scientist
Loại hình công việc
Full-time
Địa điểm
Làm việc từ xa
Quan tâm đến làm việc từ xa
Freelance
Có, tôi hiện là một freelancer toàn thời gian.
Học vấn
Trường học
National Chung Hsing University
Chuyên ngành
Statistics
Yu-Sheng, Lin (リン)
Contact : [email protected]
Worked as the only machine learning engineer in the research department of Moldex3D. I covered the jobs in data science and completed many projects. Especially in 3D data analysis. Participated in many data competitions and accumulated cooperation experience when I was student. Currently, I am learning Japanese at a Japanese language school in Tokyo.
Education
2018 - 2021
National Chung Hsing University
Master's degree, Statistics
- GPA 4.03/4.3
- Cross-departmental research
- Machine Learning
- Deep Reinforcement Learning
- Building experience filter in deep reinforcement learning for equity trading
- Many scholarships
- Won the data competition
- Python, Tensorflow, R, MATLAB, C++
2014 - 2018
Chung Yuan Christian University
Bachelor's degree, Applied Mathematics
- Rank 2/118、GPA 3.594 / 4.0
- Took 3 different courses (Statistics, Computer Science, Big Data)
- Data analysis skills
- Dean's List
- Discipline excellence award (Advanced Calculus, Linear algebra)
- Many scholarships
- Participated in the data competitions
- Python, R, SAS, C++, SQL, java, HTML, AWK
Work Experience
Machine Learning Engineer • Moldex3D
Dec 2021 - May 2023
As the only machine learning engineer, leading the research department projects.
Developed the company's CAE software functions with data science.
- Developed a recommender system with 3D data similarity
- Unlabeled 3D data classification system
- Dealing with the gap between simulation and real experiments
- Data-driven analysis flow
- Image processing and design the quality index
- Participate in multiple AI seminars
Competitions
Feb 2019 - Jun 2019
The Outstanding Application Award
2019 Chunghwa (Taiwan’s National Post Office) Big Data Competition
- Used an One-class Classifier End-to-end GAN model to look for potential customers.
- Found a suitable address for setting up new e-postbox services with the anomaly detection method.
May 2017 - Jul 2017
Match Recommendation 6th place in prediction accuracy
2017 104 Corporation AWS Hackathon - Match Recommendation
- Used web browsing records data to determine whether there is an application for work.
- Recommended system with matching algorithm.
- Had work experience using AWS.
Feb 2017 - Mar 2017
Personal full scores in preliminary rounds
SAS E.SUN Bank The 6th Big Data Data Scientist Competition - FinTech Predicting Future Challenge
- SAS EG Data Analysis Competition.
May 2011 - Aug 2011
Certificate of Outstanding Performance
World Robot OLYMPIAD 2011
- LEGO robot competition.
- Had the experience of using the programming language in junior high school for the very first time. (C++)
Industry-University Cooperation Experience
Data scientist • AU Optronics Corporation
- Optimized production experiment with reinforcement learning methods.
- Proposed reasonable data collection methods and maintained the work progress of the group.
- Coordinated with customers and decreased training costs under budget.
Oct 2019 - Oct 2020
Certifications
SAS Certified Base Programmer for SAS 9
SAS Institute Inc.
2017
SAS EG Certification verification
SAS Institute Inc.
2017
Skills
- Data Science
- Machine Learning
- Statistics
- Web crawler
- Python
- Tensorflow
- R
- SAS
- C++
- SQL
- HTML
Languages
- Chinese — Native Speaker
- English — Conversant
- Japanese — Studying in Japanese Language school
Yu-Sheng, Lin (リン)
Contact : [email protected]
Worked as the only machine learning engineer in the research department of Moldex3D. I covered the jobs in data science and completed many projects. Especially in 3D data analysis. Participated in many data competitions and accumulated cooperation experience when I was student. Currently, I am learning Japanese at a Japanese language school in Tokyo.
Education
2018 - 2021
National Chung Hsing University
Master's degree, Statistics
- GPA 4.03/4.3
- Cross-departmental research
- Machine Learning
- Deep Reinforcement Learning
- Building experience filter in deep reinforcement learning for equity trading
- Many scholarships
- Won the data competition
- Python, Tensorflow, R, MATLAB, C++
2014 - 2018
Chung Yuan Christian University
Bachelor's degree, Applied Mathematics
- Rank 2/118、GPA 3.594 / 4.0
- Took 3 different courses (Statistics, Computer Science, Big Data)
- Data analysis skills
- Dean's List
- Discipline excellence award (Advanced Calculus, Linear algebra)
- Many scholarships
- Participated in the data competitions
- Python, R, SAS, C++, SQL, java, HTML, AWK
Work Experience
Machine Learning Engineer • Moldex3D
Dec 2021 - May 2023
As the only machine learning engineer, leading the research department projects.
Developed the company's CAE software functions with data science.
- Developed a recommender system with 3D data similarity
- Unlabeled 3D data classification system
- Dealing with the gap between simulation and real experiments
- Data-driven analysis flow
- Image processing and design the quality index
- Participate in multiple AI seminars
Competitions
Feb 2019 - Jun 2019
The Outstanding Application Award
2019 Chunghwa (Taiwan’s National Post Office) Big Data Competition
- Used an One-class Classifier End-to-end GAN model to look for potential customers.
- Found a suitable address for setting up new e-postbox services with the anomaly detection method.
May 2017 - Jul 2017
Match Recommendation 6th place in prediction accuracy
2017 104 Corporation AWS Hackathon - Match Recommendation
- Used web browsing records data to determine whether there is an application for work.
- Recommended system with matching algorithm.
- Had work experience using AWS.
Feb 2017 - Mar 2017
Personal full scores in preliminary rounds
SAS E.SUN Bank The 6th Big Data Data Scientist Competition - FinTech Predicting Future Challenge
- SAS EG Data Analysis Competition.
May 2011 - Aug 2011
Certificate of Outstanding Performance
World Robot OLYMPIAD 2011
- LEGO robot competition.
- Had the experience of using the programming language in junior high school for the very first time. (C++)
Industry-University Cooperation Experience
Data scientist • AU Optronics Corporation
- Optimized production experiment with reinforcement learning methods.
- Proposed reasonable data collection methods and maintained the work progress of the group.
- Coordinated with customers and decreased training costs under budget.
Oct 2019 - Oct 2020
Certifications
SAS Certified Base Programmer for SAS 9
SAS Institute Inc.
2017
SAS EG Certification verification
SAS Institute Inc.
2017
Skills
- Data Science
- Machine Learning
- Statistics
- Web crawler
- Python
- Tensorflow
- R
- SAS
- C++
- SQL
- HTML
Languages
- Chinese — Native Speaker
- English — Conversant
- Japanese — Studying in Japanese Language school