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A Senior Full-Stack Engineer with 6 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.

中原大學

Senior Engineer

Yves Hsu

久元電子股份有限公司 Youngtek Electronics Co.

系統應用開發課 Senior Engineer

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

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

Yves Hsu’s posts