CV

Education

• B.A. in Physics, University of Pennsylvania, 2009 - 2013
• M.S. in Physics, University of Pennsylvania, 2012 - 2013
• Ph.D. in Theoretical and Computational Chemistry, University of Cambridge, 2014-2018

Work Experience

• Deep Alpha L.C., deepalpha-lc.com, 2021 -
  • Developing an algorithmic trading system using deep learning methods
  • Built on top of Alpaca and Amazon Web Services (AWS)
  • Using attention-based sequence to sequence models for time series forecasting
• Post-Doctoral Associate, 2018 - 2021
  • Massachusetts Institute of Technology
  • Supervisor: Arup K. Chakraborty
• HealthTap, 2013
  • Duties included: Developing a library of Selenium scripts to automate testing of the website

Publications

• Ganti, R. S., & Chakraborty, A. K. (2021). Mechanisms underlying vaccination protocols that may optimally elicit broadly neutralizing antibodies against highly mutable pathogens. Physical Review E, 103 (5), 052408.
• Ganti, R. S., Lo, W. L., McAfee, D. B., Groves, J. T., Weiss, A., & Chakraborty, A. K. (2020). How the T cell signaling network processes information to discriminate between self and agonist ligands. Proceedings of the National Academy of Sciences, 117 (42), 26020-26030.
• Paraschiv, A., Hegde, S., Ganti, R., Pilizota, T., & Saric, A. (2020). Dynamic clustering regulates activity of mechanosensitive membrane channels Physical Review Letters, 124 (4), 048102.
• Ganti, R., Liu, Y., & Frenkel, D. (2018). Hamiltonian transformation to compute thermo-osmotic forces. Physical Review Letters, 121 (6), 068002.
• Liu, Y., Ganti, R., & Frenkel, D. (2018). Pressure gradients fail to predict diffusio-osmosis. Journal of Physics: Condensed Matter, 30 (20), 205002.
• Liu, Y., Ganti, R., Burton, H. G., Zhang, X., Wang, W., & Frenkel, D. (2017). Microscopic Marangoni flows cannot be predicted on the basis of pressure gradients. Physical Review Letters, 119 (22), 224502.
• Ganti, R., Liu, Y., & Frenkel, D. (2017). Molecular simulation of thermo-osmotic slip. Physical Review Letters, 119 (3), 038002.
• Edwards, C., Arbabi, A., Bhaduri, B., Wang, X., Ganti, R., Yunker, P. J., … & Goddard, L. L. (2015). Measuring the nonuniform evaporation dynamics of sprayed sessile microdroplets with quantitative phase imaging. Langmuir, 31 (40), 11020-11032.
• Lohr, M. A., Still, T., Ganti, R., Gratale, M. D., Davidson, Z. S., Aptowicz, K. B., … & Yodh, A. G. (2014). Vibrational and structural signatures of the crossover between dense glassy and sparse gel-like attractive colloidal packings. Physical Review E, 90 (6), 062305.
• Edwards, C., Zhou, R., Hwang, S. W., McKeown, S. J., Wang, K., Bhaduri, B., Ganti, R., Yunker, P.J., Yodh, A.G., Rogers, J.A., & Goddard, L. L. (2014). Diffraction phase microscopy: monitoring nanoscale dynamics in materials science. Applied Optics, 53 (27), G33-G43.