Projects
In progress list of projects.
* denotes equal contribution
Project Image
2024
David Chang*, Jimmy Shong*

Experimental results of instruct-tuning Llama3-8B using numerous supervised finetuning (SFT) methods with Llamafactory.

Project Image
2024
Sean Doyle*, Jimmy Shong*, Andrew Tang*, Mitchell Zhou*

A task manager that allows users to see and work with all tasks created in both Google Tasks and other Google Suite products.

Project Image
2024
David Chang*, Jimmy Shong*

A 4.6M modified ResNet that achieves a 96.1% accuracy on CIFAR-10, a 3% increase over the reported accuracy of the 11.4M ResNet-18 model.

Project Image
2023
Jimmy Shong, Wei-Chen Wang, Song Han

A speech-to-speech LLM chatbot that runs on edge devices.

Project Image
2023
Sean Doyle*, Jimmy Shong*, Andrew Tang*, Mitchell Zhou*

A web tool that allows website owners to scan their websites for vulnerabilities and connect with certified cybersecurity professionals.

Project Image
2022
Jimmy Shong*, Mitchell Zhou*

A web-based application that allows user to interact with a database that stores data for an airport.

Project Image
2021
Sean Doyle*, Jimmy Shong*

A ML package was designed to analyze trajectories of nanodiamonds in macrophages and predict their diffusion type.