Multi-Neuron Segmentation (3D Drosophila)
Roberto Aguero, Dr. Yiyin Zhou
In Progress
We are developing an algorithm that can segment neurons in 2D & 3D Drosophila Light Microscopy images, using the multiple soma's in the brain as the starting point.
About
I'm a MSc. student at Fordham University based out of New York City.
My research interests revolve around Multimodal AI, 2D and 3D Vision, and Computational Neuroscience. I am currently working with Dr. Yiyin Zhou on optimizing segmentation algorithms for microscopic Drosophila brain images.
Previously, I worked as a Software Engineer Intern at Samsara on the Training platform. I also interned at Swytek Software as a Software Engineer Intern.
Research
Research I'm working on, and some of my past work.
Computer Vision-Powered Poultry Inspection System
Roberto Aguero, Noah Olson, Dr. Justus Selwyn
Arkansas STEM Posters at the Capitol 2025 (Presentation)
We built a computer vision-based system that counted, weighed, and validated the chicken nugget batches using a fine-tuned YoloV10 model. It included a Ignition SCADA dashboard as well as a MariaDB backend.