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Definition of Reputation Credits
Work experience
GIP Technology Corporation , Software engineer intern Jul 2019 ~ Sep 2019
- Constructed a website with modern design in the layouts, user interface, and corporate identity color.
- Developed front-ends for 30+ website pages, using Bootstrap, jQuery, Now-UI, and Google fonts.
- Designed UX wireframes and demonstrated the mockups to the management team using Adobe XD.
- Implemented responsive web design to facilitate clients searching for suitable products using JavaScript.
- Worked with an effective team to migrate legacy company websites to Laravel, Sass, and HTML5.
- Assisted in backend structure using PHP Laravel 5 framework for the dynamic web pages.
- Collaborated with the management team in identifying effective market keywords in the meta tag.
- Worked with npm commands and used package.js for managing dependencies of Node.js applications.
Education
University of Washington, M.S. in Mechanical Engineering (GPA: 3.6 / 4.0) 2018 ~ 2020
(Relevant coursework: Database Systems Internals, Introduction to Database, Introduction to Artificial Intelligence, Data Structure and Algorithms, Computer Vision, Scientific computing, Statistical computing, AI-Based Robotics)
National Taiwan University, B.S in Mechanical Engineering (GPA: 3.3 / 4.3) 2012 ~ 2017
Selected Projects
Facial recognition using deep learning (Python, C++, OpenCV, CUDA) May 2019 - Jun 2019 - Constructed a convolution neural network with LeNet architecture with multiple models using Keras framework, and reached the final result of 90% accuracy to recognize a specific character.
- Created labeled dataset using images from TV shows with Cascade Classifiers in Python for facial recognition.
- Accelerated the training process using the CUDA driver with Nvidia GTX10 series GPU.
Compact database system design (Java, SQL) Jan 2020 - Mar 2020
- Designed a database system in a Unix-based platform with fully functional query execution.
- Object-oriented designed manager classes to manage page I/O and leverage the memory usage to perform more efficient tuple aggregation.
- Optimized the query execution by using indexing, evaluation of the cost of operation and hash function.
Flight reservation system management (SQL, Java, Azure SQL, AWS SQL) Sep 2019 - Dec 2019
- Designed a cloud database of 2000 flights reservation backend system, managed queries efficiently using JDBC, and secured the queries with reserved words, connecting with Azure SQL and AWS SQL database server.
Huskymap (Java) Sep 2019 - Dec 2019
- Developed a searching strategy using A* search and Kdtree to match the best route for two points in Seattle.
- Launched a search engine with an autocomplete feature based on historical data to accelerate the searching process.
Baroque_Chess AI Player (Python) Feb 2019 - Mar 2019
- Designed strategies to predict several steps forward of the opponent using algorithms such as MiniMax, ɑ-β pruning and iterative deepening searching method.
- Achieved a real-time playing board game with processing time in less than 1 second.
Skills
Programming: Python, Java, C++, HTML & CSS, JavaScript, SQL, PHP
Frontend / Backend: Bootstrap, Node.js, Express.js, Sass, ReactJS
Tools: Keras, Azure, AWS, Git, OpenCV, Unix system, SQLite, Adobe XD, Zeplin, Junit, CUDA, Web development
Work experience
GIP Technology Corporation , Software engineer intern Jul 2019 ~ Sep 2019
- Constructed a website with modern design in the layouts, user interface, and corporate identity color.
- Developed front-ends for 30+ website pages, using Bootstrap, jQuery, Now-UI, and Google fonts.
- Designed UX wireframes and demonstrated the mockups to the management team using Adobe XD.
- Implemented responsive web design to facilitate clients searching for suitable products using JavaScript.
- Worked with an effective team to migrate legacy company websites to Laravel, Sass, and HTML5.
- Assisted in backend structure using PHP Laravel 5 framework for the dynamic web pages.
- Collaborated with the management team in identifying effective market keywords in the meta tag.
- Worked with npm commands and used package.js for managing dependencies of Node.js applications.
Education
University of Washington, M.S. in Mechanical Engineering (GPA: 3.6 / 4.0) 2018 ~ 2020
(Relevant coursework: Database Systems Internals, Introduction to Database, Introduction to Artificial Intelligence, Data Structure and Algorithms, Computer Vision, Scientific computing, Statistical computing, AI-Based Robotics)
National Taiwan University, B.S in Mechanical Engineering (GPA: 3.3 / 4.3) 2012 ~ 2017
Selected Projects
Facial recognition using deep learning (Python, C++, OpenCV, CUDA) May 2019 - Jun 2019 - Constructed a convolution neural network with LeNet architecture with multiple models using Keras framework, and reached the final result of 90% accuracy to recognize a specific character.
- Created labeled dataset using images from TV shows with Cascade Classifiers in Python for facial recognition.
- Accelerated the training process using the CUDA driver with Nvidia GTX10 series GPU.
Compact database system design (Java, SQL) Jan 2020 - Mar 2020
- Designed a database system in a Unix-based platform with fully functional query execution.
- Object-oriented designed manager classes to manage page I/O and leverage the memory usage to perform more efficient tuple aggregation.
- Optimized the query execution by using indexing, evaluation of the cost of operation and hash function.
Flight reservation system management (SQL, Java, Azure SQL, AWS SQL) Sep 2019 - Dec 2019
- Designed a cloud database of 2000 flights reservation backend system, managed queries efficiently using JDBC, and secured the queries with reserved words, connecting with Azure SQL and AWS SQL database server.
Huskymap (Java) Sep 2019 - Dec 2019
- Developed a searching strategy using A* search and Kdtree to match the best route for two points in Seattle.
- Launched a search engine with an autocomplete feature based on historical data to accelerate the searching process.
Baroque_Chess AI Player (Python) Feb 2019 - Mar 2019
- Designed strategies to predict several steps forward of the opponent using algorithms such as MiniMax, ɑ-β pruning and iterative deepening searching method.
- Achieved a real-time playing board game with processing time in less than 1 second.
Skills
Programming: Python, Java, C++, HTML & CSS, JavaScript, SQL, PHP
Frontend / Backend: Bootstrap, Node.js, Express.js, Sass, ReactJS
Tools: Keras, Azure, AWS, Git, OpenCV, Unix system, SQLite, Adobe XD, Zeplin, Junit, CUDA, Web development