I'm a data analyst at Fighting Illini Athletics and a researcher with the Human-Computer Integration Lab at the University of Chicago.
Through my work, I explore how to integrate new sensing and feedback modalities to enhance daily living. My research interests lie in human-computer interaction, health sensing, and haptics.
Mithil Guruvugari, Romain Nith, and Pedro Lopes
Siya Choudhary, Romain Nith, Jas Brooks, Yun Ho, Mithil Guruvugari, and Pedro Lopes
Developing an Apple Watch application with on-device ML to detect dermatillomania behavior. Evaluating real-time electrical muscle stimulation intervention in a participatory study.
Logged biometric data from fitness tracker (activity, sleep, vitals), meal data (macronutrients, micronutrients), mood data (RULER mood meter), and productivity data (task completion, time blocking). Trained a regressor to predict mood and energy levels, enabling behavior change for improved focus.
Analyzed multi-phase force plate data across reactivity and isometric strength tests to identify novel overtraining indicators. Applied correlation analysis and regression modeling in Python to select variables with the strongest influence on target performance metrics.