About me

Hello and welcome to my website! I am an M.D./Ph.D. student in the Medical Scientist Training Program (MSTP) at Columbia University Vagelos College of Physicians and Surgeons. Previously, I was a research scientist in the Department of Mathematics at the University of Michigan - Ann Arbor. I received my Bachelor’s and Master’s degrees in Mathematics under the supervision of Daniel Forger.

Education

• M.D./Ph.D., Columbia University (current).
• Mathematics M.S., University of Michigan - Ann Arbor.
• Mathematics B.S., University of Michigan - Ann Arbor.

Biomedical research interests

• Computational psychiatry
  • Real-time prediction of depressive symptoms
  • Biomarker development for depression
• Circadian rhythms and Sleep
  • Impact of circadian and sleep misalignment on relevant psychiatric disorders, fatigue, or substance addiction
  • Circadian regulation of serotonin secretion and inhibition

Mathematical and theoretical research interests

• Nonlinear state-space estimation
  • Nonlinear Kalman filtering
  • Bayesian filtering
• Time series data analysis
  • Topological data analysis
  • Anomaly detection
• Differential equations
  • Stochastic differential equations
  • Fokker-Planck equation
  • Parameter estimation