• Use new ML models to systematize and perform detailed analysis of medical data• Build a Virtual hospital, which can automatically classify and analyze patient data or disease data• Develop an online clustering app for SOCR to cluster data based on user needs using clustering methods such as Hierarchical Clustering, Spectral Clustering, Fuzzy C-Means Clustering, Poisson Clustering, and Decision Tree Clustering, and analyze data using ANOVA one-way calculation• Create… Show more • Use new ML models to systematize and perform detailed analysis of medical data• Build a Virtual hospital, which can automatically classify and analyze patient data or disease data• Develop an online clustering app for SOCR to cluster data based on user needs using clustering methods such as Hierarchical Clustering, Spectral Clustering, Fuzzy C-Means Clustering, Poisson Clustering, and Decision Tree Clustering, and analyze data using ANOVA one-way calculation• Create the secondary functions of the clustering App, such as allowing users to download CSV files and clustering result• Collaborate with the distribution calculator Team to provide both the clustering and distribution calculator services Show less

I am a software development intern. My main work is to maintain and develop the chatbot of the company. I processed the tickets and developed the current chatbot that serves to guide students to learn English. I also redesigned the database of the chatbot system.• Developed a chatbot in Python that can generate fun English exercises and interact with children• Transitioned chatbot data system from Pickle-based storage to a NoSQL MongoDB database to enhance scalability and… Show more I am a software development intern. My main work is to maintain and develop the chatbot of the company. I processed the tickets and developed the current chatbot that serves to guide students to learn English. I also redesigned the database of the chatbot system.• Developed a chatbot in Python that can generate fun English exercises and interact with children• Transitioned chatbot data system from Pickle-based storage to a NoSQL MongoDB database to enhance scalability and data management efficiency while successfully reducing error reports by 10%• Utilized Python’s Telegram Bot Library to generate text responses based on user input• Improved the function that can check the status of the mission queue and generate reports• Created an API endpoint to return users’ LA codes and display these codes in the reply of the chatbot Show less

I worked to develop a web application for psychological research. I created a web application that serves as an online experiment platform. My web application guides users to complete three games, and it will record users' choices in the game. I also implemented the database to record users' choices in the game. We also wrote and finished a paper about our research and plan to publish it.• Developed a web Application for psychological research using Python and Flask web… Show more I worked to develop a web application for psychological research. I created a web application that serves as an online experiment platform. My web application guides users to complete three games, and it will record users' choices in the game. I also implemented the database to record users' choices in the game. We also wrote and finished a paper about our research and plan to publish it.• Developed a web Application for psychological research using Python and Flask web framework• Designed an online experiment that guides participants to play the games and answer the questions• Implemented the database using MySQL to record participants’ choices in the survey and experiment• Designed a user-friendly user interface for the web app using CSS and HTML5• Refined the code to guarantee smooth server operation under the load of 400 concurrent users Show less

I worked as an intern to develop a mobile application. I applied React-Native to design the application functions and User interface.• Used React Native as the programming language to develop the mobile App of the company• Developed the dark mode and light mode of the App by using React Native and knowledge of frontend• Designed & Developed the new app pages for the new courses of the company