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Smarr et al. 2017 Mouse Data
I recently presented a poster at BMES 2025—a biomedical engineering conference—and listened to a great deal of talks on research being done in the field. Many many amazing talks, but my favorite was “Engineering Methods for Fitting Digital Dynamical Manifolds for Human Health AI”, by Dr. Benjamin Smarr. Afterwards, I looked up his lab and found a fun challenge:
November 13, 2025
Sensorimotor Synchronizer
This page is meant to demonstrate sensorimotor synchronization (SMS)—the ability to align actions with external events. The tool introduces a 150 ms delay between your click and the box changing color. Over repeated clicks, the brain unconsciously adapts sensory calibration timing to compensate for the delay.
September 20, 2025
WebSAT - REU
In the summer of 2025, I worked with Wake Forest University School of Medicine Center for Injury Biomechanics under Dr. Scott Gayzik and in collaboration with Elemance on a novel web based signal analysis tool for vehicle safety testing.
August 1, 2025
Extended Kalman Filter for 6-Axis IMU
IMU’s are an increasingly popular way to gather movement data as wearable technology improves. However, the accelerometers and gyroscopes within them are noisy, making signal filters necessary to decrease error.
January 28, 2025