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

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

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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.

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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.

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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.

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2022
Jimmy Shong*, Mitchell Zhou*

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

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2022
Jimmy Shong

A door lock that utilizes facial recognition software to authenticate and selectively admit guests.

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2021
Sean Doyle*, Jimmy Shong*

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

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2021
Victor Lin, Jimmy Shong

An Android app (deprecated) that uses computer vision to identify trash in a photo and provide proper disposal methods.