Fifth year mathematics PhD student with an interest in machine learning and software engineering.
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Data ScientistDataannotation Jan 2024 - PresentSan Diego, California, United States– Running, testing, critiquing, and editing code for data analysis written in Python and other languages.– Focus on curating datasets for generative AI tailored to data analysis.– Required to quickly learn and use various libraries and tools for data visualization and processing.– Using communication skills to produce written reports on my work for others to review.– Reviewing other employee’s work and providing detailed feedback. -
Graduate Research And Teaching AssistantUc San Diego Aug 2019 - Jul 2024Performed research with the following results:Machine Learning | "Contextual Subspace Approximation with Neural Householder Transforms," Under Revision– Joint project together with Kerrick Johnstonbaugh, Michael Przystupa, and Martin Jagersand– Improved the numerical stability of reinforcement learning algorithms used to control robotic arms.– Utilized skills in linear algebra and higher-dimensional geometry gained throughout my PhD.Algebraic Geometry | "The Birational Geometry of K-Moduli Spaces" PhD Thesis– Presents solution of a problem which had been unsolved for more than 10 years by the mathematical community.– Research includes graph theory, linear algebra, and other areas applicable to computer science and ML.Presentations : Invited speaker at seven conferences and seminars (UW, UIC, UCSD, UK, AIM, MSRI, Simons Center).Honors : Honorable mention for the 2021 NSF Graduate Research Fellowship. -
Associate In MathematicsUc San Diego Aug 2021 - Dec 2021San Diego, California, United StatesLecturing for a class of 70 students in Precalculus. Managed TA and Grader. -
TutorMorgan Academic Center Nov 2016 - May 2019University Park, Pennsylvania, United StatesTutor for Penn State student athletes in Physics, Mathematics, and Spanish.
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GraderPenn State University Jan 2018 - May 2018University Park, Pennsylvania, United StatesGrading for upper division Number Theory course.
Jacob Keller Education Details
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Doctor Of Philosophy - Phd
Frequently Asked Questions about Jacob Keller
What company does Jacob Keller work for?
Jacob Keller works for Dataannotation
What is Jacob Keller's role at the current company?
Jacob Keller's current role is Data Scientist.
What schools did Jacob Keller attend?
Jacob Keller attended Uc San Diego, Penn State University.
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3osu.edu, osu.edu, jacobs.com
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