• Built a website for visualization and deployment of AutoFlip for intelligent video Reframing.

• Generated WebAssembly binary-code for Autoflip model and FFmpeg written in C/C++ to make them able to run efficiently in web browsers.

• Designed UI for users to upload videos, choosing parameters, see the preview, and download.

• Showed detected signals(face) in preview and process multiple aspect ratios simultaneously.

• Improved efficiency using multiple workers and processing high data traffic via database.

• Created cropped downloadable video output using canvas streaming and mediaRecorder.

• Implemented a Python GUI interface with Tkinter for stock prediction application for better user experience, including different widgets in different frames and button events.

• Integrated the CNN model to the LSTM model of the original stock prediction model and

increased the average prediction accuracy from 95% to 98% tested with 102 symbols.

• Developed a website using Squarespace with injected javascript scripts.

• Connected the Squarespace website with the company domain by managing DNS settings.

• Designed UI/UX prototype for the company website using Axure RP 9.

• Built static web pages with HTML, CSS, Javascript, Bootstrap, and jquery.

• Built a basic commercial website framework using Spring MVC and Spring boot for company.

Finished my thesis and learned skills and critical thinking from all my labmates and professors.