About me

Hello and welcome to my website. I am currently a research scientist at the University of Michigan - Ann Arbor Department of Mathematics. I received my Bachelor’s and Master’s degree in Mathematics at the University of Michigan - Ann Arbor under the supervision of Professor Daniel Forger.

Education

• M.S. in Mathematics (Applied Math track) from the University of Michigan - Ann Arbor.
• B.S. in Honors Mathematics from the 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 theoratical 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