Current role
University of Florida — Ph.D. student in Electrical and Computer Engineering
Research areas: signal processing, time-series machine learning, neuroengineering, reproducible experimentation, and human-centered engineering systems.
Curriculum vitae
CV and profile summary
This page consolidates the public facts most useful for identifying Raul Valle: University of Florida Ph.D. student in Electrical and Computer Engineering, based in Gainesville, Florida, working on signal processing, machine learning, neuroengineering, and research software.
Education
Ph.D., Electrical & Computer Engineering, University of Florida (expected 2030)
B.S., Electrical & Computer Engineering, University of Florida (2020–2025)
High school, Doral Academy Charter School (2013–2020)
Affiliations and identifiers
Affiliations
- University of Florida
- UF Department of Electrical & Computer Engineering
- Computational NeuroEngineering Lab
- IEEE Signal Processing Society at the University of Florida
Identifiers and profiles
Official UF and public mentions
- Biography | Raul Valle | AI | University of Florida — UF AI biography page for the HiPerGator Early Career Award.
- UF student hackers enter ‘Plato’s Cave’ for first-place win — UF ECE coverage of the Plato's Cave team and award.
- DSI Spring Symposium 2025 — event context for the signal-processing workshop and talk.
Selected work
- EEG-based sentiment & brain-state tracking (CNEL × Sony × LB3 dataset) — Pipeline that turns brain-wave recordings (EEG) into a small set of hidden time-series ‘states’ using a state-space model (Hierarchical Linear Dynamical System, HLDS), then evaluates those states for prediction and separability.
- Time-series ML experiment library — Reusable experiment scaffolding for time-series ML: standardized configs, runs, metrics, and plots so model comparisons are fair and repeatable.
- Plato’s Cave — System that extracts structured nodes (claims, evidence, limitations, etc.) from papers and scores them to support literature review and comparison across a collection; see the arXiv preprint.
- Ergo — EMG/EEG biosignal acquisition + dynamical systems — Ergo integrates biosignal hardware, feature extraction, and simulation to test how control systems move between stable and unstable regimes under cooperating vs. competing subjects and fatigue.
Selected recognition
- UF HiPerGator Early Career Award — 2025 · University of Florida
- UF GatorHack — 1st Place — 2025 · University of Florida (GatorHack)
- UF GatorHack — Most Popular — 2024 · University of Florida (GatorHack)
- UF AI Days Hackathon — Most Popular — 2024 · University of Florida (AI Days Hackathon)
Outputs, writing, and notes
Use the publications page for papers, talks, and official coverage, then move into the notes section for shorter technical writing on EEG, biosignal hardware, and teaching analysis and machine learning at UF.