Machine Learning Computer Science

En-Kai (Kyle) Chu

Email: *********@*****.*** Cell Phone: 409-***-**** GitHub ID: https://github.com/kylechuu EDUCATION

University of Houston, Houston, TX Master of Science in Computer Science 08/2019 – 05/2021

• Selected Coursework: Data Structure, Operating System, Artificial Intelligence, Software Design, Computer Network, Machine Learning, Programming Languages, Medical Imaging, Adv Numerical Analysis, Digital Image Processing

• Specialized in Image Processing, Machine Learning (Model Efficiency Optimization), Full Stack Web Application Implementation, and Effective Communication in P2P Networks National Tsing Hua University, Hsinchu, Taiwan Computer Science 09/2018 – 06/2019

• Selected Coursework: Discrete Mathematics, Design and Analysis of Algorithms, Operating System National Cheng Kung University, Tainan, Taiwan BS (Double Majors in Geomatics & Aeronautics) 09/2012 – 01/2017 National Taipei University of Education, Taipei, Taiwan Computer Science 09/2011 –06/2012 Internship & Coding Program:

• Guan Wei Computer Technology Co., Ltd. (Internship, 2020) • Quasar (Summer Elite Coding Program, 2020) SOFTWARE SKILLS

Programming Skills: C, C++, Python, Java, JavaScript, HTML, CSS, Scala, Groovy, Swift, Haskell Technologies: Linux, TensorFlow, Git, Node.js, Vue.js, React, Bootstrap, MySQL, MongoDB, AWS, Nginx Methodologies: Agile, SCRUM, Test-Driven Development (TDD) Web Servers: Nginx PROJECTS & WORK EXPERIENCE

URL Shorten with Third Party Services Integration Side Project

• Developed a URL shortening algorithm using a bijective function.

• Programmed using the MERN stack (Mongoose, Express, React, Node) and deployed the application on Google Cloud platform (GCP).

• Utilized GCP cloud services, including Cloud Engine, MongoDB Atlas, and BigQuery for deployment and implementation.

• Integrated third-party APIs for payment processing (Stripe) and authentication (Google). CashPro Mobile App, Bank of America through Impetus 01/2023-present

• Developing and maintained backend APIs for user login flow using the Spring framework.

• Deploying builds on test and development environments for daily and monthly releases using Jenkins and WebLogic.

• Conducting Logger Aggregation and defect troubleshooting through Splunk.

• Integrating downstream APIs for various modules such as ACH, login, payment, credit, and deposit.

• Performing Integration Testing and Regression Testing using Perfecto. Metadata Management & Onboarding, American Express through Impetus 01/2022-01/2023

• Led the development of Metadata Migration and Management APIs using Java Spring Boot, MySQL and Swagger.

• Provided support through JIRA tickets and managed project progress using Rally in Agile manner.

• Conducted unit testing and implemented CI/CD using Mockito, JUnit, Jenkins and GitHub.

• Documented APIs using Confluence and implemented security solution using JWT tokens and API keys. AT&T Web Service and Support Service, Infosys 08/2021-12/2021

• Developed integration services for customer support efficiency dashboard using the Java Spring Toot framework.

• Implemented the user interface for the customer support efficiency dashboard using React and MaterialUI. Java Full Stack Software Engineer, National Palace Museum, Taipei, Taiwan 08/2017-03/2019

• Developed a Library Web application using Spring Core, Spring Boot, Hibernate, and MySQL for the Back End, and utilized JSP, JavaScript, and CSS for the Front End.

• Designed a responsive and multi-platform user interface using Bootstrap, jQuery and Angular framework.

• Implemented the Back End user account functionality in Java following the MVC design pattern, optimizing database browsing with pagination.

• Maintained sources code in Maven and utilized the builder design pattern to ensure extensibility in an Agile life cycle.

• Analyzed user preferences and created a recommendation function based on search history and book stock Database.

• Designed the database architecture using MySQL Workbench and ensured security using OAuth authentication and Java email sender.

• Deployed services as Microservices to ensure application stability and handle concurrent modifications in largely synchronous access. Web-Application for Fuel Related Services, University of Houston, TX

• Developed a web application with query services for price and baseline fluctuation based on different areas and query history using Git and NPM.

• Utilized Vue.js framework for the front-end UI and MySQL and Django to build the back-end database.

• Implemented data flow connection to Database using Node.js and followed an Agile development cycle.

• Contributed to the account management system module and created a Responsive Web Application for various devices.

• Worked on web-based applications, leveraging CSS, Bootstraps, and RESTful API.

• Deployed and configured AWS EC2 instance, Nginx, and DNS translation. Error Reducing for FFT Optimization at Europe Option Prices, University of Houston, TX

• Conducted financial market simulation using Geometric Brownian motion within the Black-Scholes model using Python.

• Applied the Lewis method and inverse Fourier techniques to solve density functions, achieving over 95% similarity to the theoretical model.

• Optimized the process by implementing FFT, resulting in a significant 70% reduction in computation time computation and costs. Image Processing for Adaptive Filtering-local Noise Filter, University of Houston, TX

• Employed Python to optimize the adaptive median filter, effectively reducing noise in images.

• Utilized the impulse noise reduction (INR) algorithm to de-noise images.

• Enhanced the OTSU algorithm by incorporating histogram to bipartitioning for thresholding purposes.

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