Writing and commentary

A public research journal

This section is where I write more often: paper reactions, research notes, hardware lessons, and commentary on what seems important or overhyped in the current research landscape.

Diagram representing a state-space modeling pipeline for EEG.
Nov 1, 2025 · Research log

Why I care about state-space models for EEG

EEG work gets more informative when temporal structure is part of the model instead of something the pipeline averages away.

eegstate-space modelssignal processing
Visual representing the Ergo biosignal acquisition project.
Oct 1, 2025 · Hardware

Building an EEG/EMG helmet from scratch

Biosignal research gets cleaner when hardware, firmware, and modeling are treated as one system instead of three separate concerns.

eegemghardwareneuroengineering
IEEE SPS at UF logo used for workshop and curriculum work.
Sep 1, 2025 · Teaching

Teaching analysis and ML with Jupyter at UF

Workshop design works better when theory and application are taught as one loop instead of two separate tracks.

teachingmachine learningjupyter