My projects culminate with my fascination with computer vision and data science, which began when I was 17.
I aim to apply my knowledge and skills to challenge what is possible through sheer passion and dedication.
A platform for providing cheap real-time distance tracking analysis for all applications. The project is incubated, and a streamlined version is coming for real-time analysis soon.
Year: 2024 - Present
Demo Videos
Running analysis on crew reports and behavior from the International Space Station to optimize facility usage for future commercial space labs. The research is being used by two companies pioneering space habitats, Sierra Space and Vast Space.
Year: 2023 - 2025
View Paper
An application that processes videos into distinct memories and allows you to query for specific scenarios found in those memories.
Year: 2025
Demo Video
Created a video-based vision transformer capable of emulating sensors via camera input. Tested with a GC3 Golf Simulator and was able to realistically predict output ball speed, horizontal/vertical launch angle, and backspin.
Year: 2024 - Present
Created a U-Net segmentation model for identifying street segments from satellite images to provide additional features for housing price prediction.
Year: 2024
Creating a real-time keypoint landmark detection model(300 fps on a 3080) for mapping distances on football fields that outperforms an existing AWS research model.
Year: 2024
Demo Video
Experimenting with creating 3D bounding box models for putters using YOLO3D.
Year: 2024
Demo Video
A robust object detection model that can locate golf balls and the surrounding environment on a PGA broadcast. This project was coupled with optical flow estimation to determine the movement of a camera in relation to a detected golf ball.
Year: 2023
View ProjectDeveloped and hosted the first ever object detection model endpoint at Chapman University. Send a post request with a base64 image, and you will get your resulting bounding box coordinates.
Year: 2023
A project demo for someone at Riot Games to help expand their real-time data services through model-based data collection.
Year: 2023
Demo Videos
Answering the question of where the most popular clubs are during the club fair.
Answer: To no surprise, Greek Life
Year: 2022
Project Link
A project for someone at Activision Blizzard to help them automatically cut 5 hour increments of match footage down to just the highlights.
Year: 2022
Demo Videos
Building an MLLM to map the brain for novel CNS drug discovery and traverse all known knowledge to connect the undiscovered to the discovered.
Worked on Wethos.ai and built the first iteration of their suite of LLM functionality.
Built the first ever object detection model capable of detecting types of grocery store discounts from most multi-chain grocery stores.
Built an object detection pipeline to automate the identification of product placements in media.
Shadowing clinicians and building a regression model to predict the hospital's PPE supplies.