hi.. i am Emilio!

about me

what am i up to?..

Profile Photo

new york, NY, US
bachelor's in computer science, 2028
machine learning researcher at Brookhaven National Laboratory

my journey began about about a year ago when I took my first CS class at Stevens.. and my love for computing has only grown since then.

my current research is in spatiotemporal learning. i am trying to represent a traditional 4D fMRI with a limited number of sparse 2D cross-sections to decrease scan times and acquasition limitations.

some topics that i have been reading and watching youtube videos about are generalizable implicit neural representations and neural radiance fields. i have also been trying to reimplement them in my free time.

away from my computer, i like to play chess and basketball, read philosophy, and make music. below you will find my blog (which will be more active soon), news happening with me, and some media i have been enjoying. thx for reading :0 !

Machine Learning Researcher

Brookhaven National Laboratory | June 2025 - August 2025

designing deep learning architectures optimized for reconstructing 4D fMRI data from sparse 2D inputs.

Vice President of Technology

Blueprint | March 2025 - Present

leading a student team to develop and implement free software tailored to the needs of non-profits.

news

some updates and announcements..

July 2, 2025

delivered a spark (3-min) talk on my project this summer for researchers and staff scientists at BNL.

March 30, 2025

first hackathon win making Caremigo with friends Chinli Ong, Daniel Llonch, and Zidanni Clerigo.

March 28, 2025

elected VP of Technology at Stevens Blueprint.

March 4, 2025

launched a podcast Hello, Zidanni, Emilio, and World with classmate Zidanni Clerigo.

Feb 20, 2025

accepted an offer from CDS at Brookhaven National Laboratory as a Machine Learning Researcher.

Feb 1, 2025

attended Hack@Brown at Brown University. here, my friends and I built Upright.

Jan 31, 2025

accepted my offer as a Resident Assistant at Stevens Institute of Technology.

blog

my thoughts on some areas of computing..

"computers are useless, they can only give you answers."
- Pablo Picasso