About / Bio

Background

I work at the intersection of signals & systems, controls, machine learning, and neuroengineering. I care about mathematically grounded models that stay useful when deployed in real pipelines (latency, noise, and real-world constraints).

I attended Doral Academy Charter Middle/High School from 6th to 12th Grade, where I was active in Mu Alpha Theta, Zeta Omicron, Robotics Club, and Physics-Chemistry club. During these years, I attained many different national awards, especially in competitive math and robotics. Lastly, I was fortunate enough to attend Duke Tip, Awesome Math, and MathRoots Summer Camps.

I am most passionate about neuroscience, powerbuilding, and music. Since I can remember I was passionate about music, growing up with my father playing yacht rock, prog rock and disco classics; music is now ingrained in my faily life where I ocassionally DJ and produce music. Powerbuilding is a hobby I've been interested in since high school simply as a discipline exercise. Neuroscience is the latest of my interests, especially for understanding how we can engineer solutions to biological shortcomings.

Portrait of Raul Valle

Education

University of Florida — Ph.D., Electrical & Computer Engineering (Expected 2030)

University of Florida — B.S., Electrical & Computer Engineering (2020–2025)

Doral Academy Charter — Diploma, Science Technology Engineering and Mathematics (2013–2020)

Concentration: Analysis, Signal Processing & Machine Learning

Focus

Time-series ML theory and practice for biological signals (EEG, pupillometry, imaging). I build GPU-accelerated tooling when it materially improves iteration speed, reproducibility, and experiment throughput.

Signals & Systems Time-series ML Neuroengineering GPU acceleration

Skills / Stack

Edit this section directly, or keep it high level.

Programming

Python C/C++ PyTorch NumPy

GPU & Acceleration

CUDA CuPy Numba RAPIDS

Systems

Linux Git/GitHub Conda Jupyter