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Yves Hsu
A Senior Full-Stack Engineer with years of experience in web development and data visualization, I am proficient in modular programming, data normalization, and data visualization. I have a proven track record of success, having created a dashboard framework that significantly reduced development time. I am highly self-motivated and capable of effectively managing independent projects, as well as collaborating with teams. I am also passionate about discussing programming problems and sharing new techniques and small discoveries with others in the field.
WORK EXPERIENCES
工作經歷
Jun'23 - Present
Sr. Software Engineer Elitech Co. Taipei, Taiwan
Development of Intelligent Management System at AUO.
► Developing intelligent management system platform for finance-related data, responsible for functionality expansion, optimization, and error troubleshooting.
► Optimize front-end performance to improve page rendering speeds by up to 200%.
► Design functional flow and DB Schema based on requirements
Aug'19 - Jun'23
Sr. Software Engineer Youngtek Electronics Co. Hsinchu, Taiwan
Web dashboard management and data visualization provision.
►Developed and managed web dashboards for revenue, cost, and machine log data visualization, and implemented single sign-on, asymmetric encryption-based algorithms, and a role-based access control system using RESTful APIs.
►Designed and implemented TypeScript-based frameworks for searching, chart creation, and form rendering, reducing development time for individual dashboard projects by at least one-third and increasing functional efficiency by ninefold.
►Optimized dashboard's storage architectures and real-time search, and reduced server response time by rewriting the format conversion program.
►Achieved a 200% increase in development efficiency for a single dashboard project.
Skills: Modular programming, data normalization, data visualization, TypeScript, RESTful APIs, asymmetric encryption-based algorithms
Jul'16 - Jul'19
Deputy Manager of R&D United Digital Publications Co. Taipei, Taiwan
R&D - Chinese characters full-text format search database.
►Developed a Chinese characters full-text search database with customized full-text search database and index creation based on the inverted index, resulting in higher efficiency of exact search of Chinese characters than the current database software (SQL Like).
►Implemented the search algorithm, indexing, and sorting functions using NLP techniques such as HMM, SVM, TF-IDF, and inverted index.
►Designed and implemented non-dictionary-based, word segmentation, word vector, and article categorization by SVM to improve the accuracy of search results.
►Optimized the search engine's performance, reducing the search time by 90% and improving the scalability of the system.
Skills: Full-text search database, inverted index, NLP, HMM, SVM, TF-IDF, non-dictionary-based search
EDUCATION
BBA., Department of Information Management, Chung Yuan Christian University
2015 - 2018
Yves Hsu
A Senior Full-Stack Engineer with years of experience in web development and data visualization, I am proficient in modular programming, data normalization, and data visualization. I have a proven track record of success, having created a dashboard framework that significantly reduced development time. I am highly self-motivated and capable of effectively managing independent projects, as well as collaborating with teams. I am also passionate about discussing programming problems and sharing new techniques and small discoveries with others in the field.
WORK EXPERIENCES
工作經歷
Jun'23 - Present
Sr. Software Engineer Elitech Co. Taipei, Taiwan
Development of Intelligent Management System at AUO.
► Developing intelligent management system platform for finance-related data, responsible for functionality expansion, optimization, and error troubleshooting.
► Optimize front-end performance to improve page rendering speeds by up to 200%.
► Design functional flow and DB Schema based on requirements
Aug'19 - Jun'23
Sr. Software Engineer Youngtek Electronics Co. Hsinchu, Taiwan
Web dashboard management and data visualization provision.
►Developed and managed web dashboards for revenue, cost, and machine log data visualization, and implemented single sign-on, asymmetric encryption-based algorithms, and a role-based access control system using RESTful APIs.
►Designed and implemented TypeScript-based frameworks for searching, chart creation, and form rendering, reducing development time for individual dashboard projects by at least one-third and increasing functional efficiency by ninefold.
►Optimized dashboard's storage architectures and real-time search, and reduced server response time by rewriting the format conversion program.
►Achieved a 200% increase in development efficiency for a single dashboard project.
Skills: Modular programming, data normalization, data visualization, TypeScript, RESTful APIs, asymmetric encryption-based algorithms
Jul'16 - Jul'19
Deputy Manager of R&D United Digital Publications Co. Taipei, Taiwan
R&D - Chinese characters full-text format search database.
►Developed a Chinese characters full-text search database with customized full-text search database and index creation based on the inverted index, resulting in higher efficiency of exact search of Chinese characters than the current database software (SQL Like).
►Implemented the search algorithm, indexing, and sorting functions using NLP techniques such as HMM, SVM, TF-IDF, and inverted index.
►Designed and implemented non-dictionary-based, word segmentation, word vector, and article categorization by SVM to improve the accuracy of search results.
►Optimized the search engine's performance, reducing the search time by 90% and improving the scalability of the system.
Skills: Full-text search database, inverted index, NLP, HMM, SVM, TF-IDF, non-dictionary-based search
EDUCATION
BBA., Department of Information Management, Chung Yuan Christian University
2015 - 2018