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Software Projects

Self-Expanding Convolutional Neural Networks Third Place

For this project, I worked with a team to develop a convolutional neural network that grows its own architecture during training when it detects that more capacity would help.

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Self-expanding convolutional neural network architecture

Cataract Surgery Foundation Model

For this project, I developed a video foundation model that learns the visual and temporal patterns in cataract surgery videos and can be adapted for tasks like surgical phase recognition.

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CataractFM model architecture

Needle in a Haystack Most Applicable Solution

For this project, I co-authored a peer-reviewed paper and built machine learning models that identify existing drugs that could potentially be repurposed to treat rare diseases.

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Drug repurposing machine learning project overview

Tapestry Tool

For this project, I integrated AI into Tapestry to automatically turn user prompts and PDFs into structured webs of interconnected ideas.

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Selecting three connected items in a generated Tapestry knowledge map

Virtual Reality Makerspace

For this project, I was the project lead and a software developer for a collaborative VR makerspace where remote students can build, slice and connect objects together.

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A participant using the Virtual Reality Makerspace with a VR headset

iOS Computer Vision Apps for Rehabilitation First Place

For this project, I developed two iOS apps that use computer vision to give users live feedback while they perform hand and arm rehabilitation exercises.

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Rebuild rehabilitation apps

MADia: A Multimodal Machine Learning Model for ASD Diagnosis

For this project, I developed the machine learning component of a multimodal model that combines brain MRI scans and patient data to diagnose autism spectrum disorder.

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Brain MRI before skull stripping

Statistical Analysis of Machine Learning Methods for Knee Osteoarthritis

For this project, I co-authored a peer-reviewed paper and conducted statistical tests to compare how machine learning models use camera and wearable-sensor gait data to diagnose knee osteoarthritis.

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Speak Squid First Place

For this project, I developed a language-learning platform that lets users practice realistic spoken conversations with AI and receive transcription, translation and grammar feedback.

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Speak Squid video recording and session playback demonstration

Estée Lauder Product Models First Place

For this project, I created hyper realistic 3D models for Estée Lauder to help promote their advanced night repair product line.

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Estée Lauder product model collection