juanperdomo.org

Hi, my name is Juan. I'm a Computer Science student at UNC Chapel Hill. I enjoy Systems Programming and have proven experience in the space with internships, Open Source work, projects, and a research publication to my name (published in Medical Physics). I'm also a big fan of the topic of Operating Systems.

Did work as a Machine Learning Intern at SAS on the Machine Learning Server Team (Cary, North Carolina, Summer '26)
Did Web Development for Applied Research Associates (Summer '25)
Machine Learning Research Assistant at the Applied Nanotech Lab (see the publication below)

Research

Volumetric Fan-Beam Imaging with Neural Attenuation Field for Cone-Beam Artifact Reduction

Our VFINAF method learns a continuous 3D attenuation field from measured cone-beam projections, then generates dense virtual fan-beam projections for conventional slice reconstruction. This reduces cone-beam artifacts without external training data.

Read the paper (PDF) · View related research code