Sotabase

Career

· Staff Applied Machine Learning Scientist, Uber2023–
· Technical Lead Manager At Uber Core Services - Applied ML Science, Uber2022–
· Senior Applied Machine Learning Scientist, Uber2021–2023
· Data Scientist II, Uber2019–2021
· Lead Data Scientist - AI, Mojio2018–2019
· Data Scientist, Mojio2017–2018
· Scientific Programmer (Senior Modeler), RMS2015–2017
· Postdoctoral Scholar, UC Berkeley2013–2015
· Post-doctoral Scholar, Electrical Engineering and Computer Science, University of California, Berkeley2013–2015
· Doctor of Philosophy (PhD), Electrical Engineering and Computer Science, Colorado School of Mines2008–2012
· Research Assistant, Colorado School of Mines2008–2012

Publications (36)

Aggregate Flexibility of Thermostatically Controlled Loads
IEEE Transactions on Power Systems · 2015
625
cited
Exploiting sparsity of interconnections in spatio-temporal wind speed forecasting using Wavelet Transform
2016
161
cited
A generalized battery model of a collection of Thermostatically Controlled Loads for providing ancillary service
Allerton Conference on Communication, Control, and Computing · 2013
117
cited
Deep Forecast: Deep Learning-based Spatio-Temporal Forecasting
2017
114
cited
Short-term residential electric load forecasting: A compressive spatio-temporal approach
2016
113
cited
Exact topology identification of large-scale interconnected dynamical systems from compressive observations
2011
97
cited
Compressive Spatio-Temporal Forecasting of Meteorological Quantities and Photovoltaic Power
2016
81
cited
Potentials and Economics of Residential Thermal Loads Providing Regulation Reserve
arXiv.org · 2014
78
cited
Ramping Rate Flexibility of Residential HVAC Loads
IEEE Transactions on Sustainable Energy · 2016
76
cited
Fast Regulation Service Provision via Aggregation of Thermostatically Controlled Loads
Hawaii International Conference on System Sciences · 2014
70
cited
Modeling and control of tubular solid-oxide fuel cell systems. I: Physical models and linear model reduction
2011
55
cited
Compressive System Identification of LTI and LTV ARX models
IEEE Conference on Decision and Control and European Control Conference · 2011
51
cited
Modeling and control of tubular solid-oxide fuel cell systems: II. Nonlinear model reduction and model predictive control
2011
44
cited
On the observability of linear systems from random, compressive measurements
2010
44
cited
Building Efficiency and Sustainability in the Tropics ( SinBerBEST ) Title Model Predictive Control of Regulation Services from Commercial Buildings to the Smart Grid
2014
43
cited
Compressive System Identification in the Linear Time-Invariant framework
IEEE Conference on Decision and Control and European Control Conference · 2011
42
cited
Frequency regulation from flexible loads: Potential, economics, and implementation
American Control Conference · 2014
37
cited
Improved battery models of an aggregation of Thermostatically Controlled Loads for frequency regulation
American Control Conference · 2013
36
cited
Compressive topology identification of interconnected dynamic systems via Clustered Orthogonal Matching Pursuit
2011
27
cited
Low-dimensional models in spatio-temporal wind speed forecasting
American Control Conference · 2015
25
cited
Sotabase