Palo Alto, California, United States
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About

I am a Senior Applied Scientist at Amazon Web Services in Palo Alto, CA. I graduated…

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Experience & Education

  • Amazon Web Services (AWS)

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Volunteer Experience

  • Talk at Science Fair on Mathematics in Science

    Daves Avenue Elementary School

    - 1 month

    I gave a talk to aspiring young scientists on mathematics in science on the use of the Navier-Stokes equations for fluid flow in a variety of applications in science including climate and weather modeling, aerodynamics and blood flow through the heart.

  • Diocese of Oakland Graphic

    Technology, Engineering and Mathematical Sciences Judge

    Diocese of Oakland

    - 6 years 1 month

    Education

    Interviewed aspiring young scientists about their science fair projects and mentored young women interested in STEM fields.

  • Stanford University Graphic

    ICME Numerical Linear Algebra Refresher Course Instructor

    Stanford University

    - 1 month

    Education

    Taught the key components and background needed for the ICME core course, CME 302, Numerical Linear Algebra to incoming first year PhD and Master students.

  • University of California, Berkeley Graphic

    Panel Member for Letters & Science "Finding Your Way" Advising Program

    University of California, Berkeley

    - 4 months

    Education

    Mentored incoming UC Berkeley freshmen about the challenging of their curriculum.

Publications

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Courses

  • Advanced Computational Fluid Dynamics

    CME 215A

  • Advanced Programming for Scientists and Engineers

    CME 212

  • Convex Optimization

    CME 364A

  • Decision Making Under Uncertainty

    CS 238

  • Discrete Mathematics and Algorithms

    CME 305

  • Finite Element Analysis

    ME 335A-C

  • Hydrodynamics

    CEE 262A

  • Introduction to Parallel Computing Using MPI, OpenMP, and CUDA

    CME 213

  • Large-Scale Numerical Optimization

    CME 338

  • Machine Learning

    CS 229

  • Mathematical Methods of Imaging

    CME 321B

  • Modern Applied Statistics: Data Mining

    Stats 315B

  • Modern Applied Statistics: Learning

    Stats 315A

  • Numerical Linear Algebra

    CME 302

  • Numerical Optimization

    CME 304

  • Numerical Solutions of PDEs

    CME 306

  • PDEs of Applied Mathematics

    CME 303

  • Stochastic Methods in Engineering

    CME 308

Projects

  • Physics-constrained machine learning for scientific computing

    https://www.amazon.science/blog/physics-constrained-machine-learning-for-scientific-computing

  • GluonTS

    - Present

    For 2019 ICML talk on GluonTS see:
    https://slideslive.com/38917683/neural-time-series-models-with-gluonts
    https://www.youtube.com/watch?v=beEJMIt9xJ8

    See project

  • The Intersection of Computational Math and Industry

    -

    Presented on my research at AWS AI Labs at the Computational Math in Industry and Beyond Seminar Series (CME 500) at Stanford University.

    See project

Honors & Awards

  • Best Paper Award for the NeurIPS 2020 Machine Learning in Public Health Workshop

    NeurIPS 2020 MLPH Workshop (https://sites.google.com/nyu.edu/mlph2020/accepted-papers)

    "AutoODE: Bridging Physics-based and Data-driven modeling for COVID-19 Forecasting" (See https://assets.amazon.science/d9/d4/f25346d943d38119786518e1c87f/autoode-bridging-physics-based-and-data-driven-modeling-for-covid-19-forecasting.pdf)

  • ICME Senior Teaching Fellow

    Stanford University

  • Outstanding Leadership Award

    ICME

  • Graduate Voice and Influence Program (GVIP) Fellow

    Stanford University

  • 2016 ICME Xpo Poster Presentation Award

    Stanford University

  • National Science Foundation (NSF) Graduate Research Fellowship

    National Science Foundation

  • 2012-2013 Outstanding Graduate Student Instructor Award

    Math Department, University of California, Berkeley

  • Highest Honors in Applied Mathematics

    University of California, Berkeley

  • Percy Lionel Davis Award for Excellence in Mathematics

    Math Department, University of California, Berkeley

  • Phi Beta Kappa

    Phi Beta Kappa Honors Society

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