Bio
Experience
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Director of Data Science
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Sep 2023 - Present
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United States
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Software Development
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100 - 200 Employee
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Director of Analytics
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Apr 2020 - Aug 2023
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Principal Data Scientist
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Aug 2019 - Apr 2020
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United States
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Software Development
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1 - 100 Employee
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Director of Data Science, Financial Services
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Mar 2019 - Jul 2019
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Data Science Lead for Financial Services
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Nov 2018 - Mar 2019
I lead the Digital Reasoning data science team working with large financial institutions. We use NLP and machine learning to provide Conduct Surveillance services for compliance and risk mitigation.
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Senior Data Scientist
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Jan 2018 - Nov 2018
I am a data scientist working on NLP models for surveillance within financial institutions. I help our clients plan and execute their projects to meet their internal and regulatory requirements.
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Data Scientist
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Apr 2017 - Jan 2018
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Capital One
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San Francisco
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Principal Data Scientist
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Jun 2015 - Apr 2017
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San Francisco
I was the lead data scientist for the business-facing products team (Team Medici) within Digital Commerce at Capital One.
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Assistant Professor
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Jul 2014 - Jul 2015
• Conducted applied math research (dynamical systems and partial differential equations) • Adapted and implemented machine learning techniques for a classification problem arising in bioengineering • Provided mathematical analysis for engineering group’s accelerometer model• Taught series of Numerical Analysis courses, advise graduate and undergraduate students
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Postdoctoral Associate
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Sep 2011 - Aug 2014
• Conducted interdisciplinary applied mathematics research, directed towards applications in materials science. Produced theoretical and computational results.• Devised practical implementation of theoretical algorithm to model structure of irregular crystalline materials; used implementation to investigate specific model properties • Developed original mathematical model to identify structural properties of constant-volume systems (e.g. incompressible fluids); simplified project collaborators’ computational strategy for model application • Published results in top peer-reviewed journals• Courses taught: Numerical Methods, Matrix Algebra, Real Analysis• Spent one academic year at Oxford University (England): demonstrated appropriate replacement of complicated (non-linear) mathematical model for movement of flexible material system with simplified (linearized) model
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Intern in Computational Mathematics and Algorithms Department
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Jun 2011 - Aug 2011
• Developed a theoretical framework to understand mathematical models with stochastic applied forces with wide ranging applications (e.g. RLC circuits, fluid-gas interfaces) • Result produced a greatly simplified, computationally cheap and efficient method to identify system stability under external forces
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The University of Texas at Austin
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Austin, Texas
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Graduate Research Assistant and Assistant Instructor
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Sep 2004 - May 2011
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Austin, Texas
• Produced theoretical and computational results on dynamical systems and partial differential equations• Earned multiple research fellowships and a Teaching Excellence Award• Tutored students in Probability and Calculus, taught and assistant-taught several courses (e.g. Differential Equations, Real Analysis, Calculus)
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Intern in Computational Mathematics and Algorithms Department
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Jun 2010 - Aug 2010
• Developed a theoretical framework to understand mathematical models with stochastic applied forces with wide ranging applications (e.g. RLC circuits, fluid-gas interfaces) • Result produced a greatly simplified, computationally cheap and efficient method to identify system stability under external forces
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Education
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2004 - 2011The University of Texas at Austin
Doctor of Philosophy (Ph.D.), Mathematics -
2000 - 2004University of Michigan
Bachelor's degree, Mathematics and Physics
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