Mini Projects

A project focused on detecting illicit Bitcoin transactions using Graph Neural Networks. Beyond test accuracy, we introduced a novel metric for graph property preservation that shows strong correlation with model performance.

StreamSlide is an AI-powered tool that automatically converts PDF documents into professional PowerPoint presentations using Google’s Gemini API. It intelligently extracts and organizes content while allowing users to customize presentation duration, content focus, and visual themes, saving significant time for researchers, educators, and professionals.

A Chatbot application integrating redis, python with some interesting features. Video demostration is provided in the github repo with detailed documentations.

A real-time audio translation system, integrating audio-to-text, machine translation, and tts, also with tone mimicing, makes the audio translation sound more alike the user. An interesting application for my transformer course.

A comprehensive review on roformer, a novel positional encoding technique used in SOTA LLMs. The repo contains materials for my paper presentation on my Transformer course.

A mini-project for my ai-assisted programming course, a gradio demo app integrating gpt-api calling and some interesting features. Please check out the video demonstraion, the video was recorded when I had an acute gastroenteritis and it was my first semster in U.