Oliver Knitter

AI Resident at SandboxAQ
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Contact Information
us****@****om
(386) 825-5501
Location
San Francisco, California, United States, US

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Bio

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Experience

    • United States
    • Software Development
    • 100 - 200 Employee
    • AI Resident
      • Jun 2023 - Present

      Long term PhD residency program focused on developing and applying novel research results at the intersection of artificial intelligence and quantum computing.

    • United States
    • Higher Education
    • 700 & Above Employee
    • Graduate Student Research Assistant
      • Aug 2021 - Present

      Ann Arbor, Michigan, United States Currently developing experimental software applying cutting-edge machine learning techniques to address problems motivated by quantum computing. Developed a large-scale quantum-inspired linear system solver using neural networks for use in practical applications, accepted as a short paper to a workshop at NeurIPS 2022. Contributed to a team that applied meta-learning techniques to train neural networks on objectives inspired by quantum algorithms, presented as a poster at NeurIPS 2020. Broader… Show more Currently developing experimental software applying cutting-edge machine learning techniques to address problems motivated by quantum computing. Developed a large-scale quantum-inspired linear system solver using neural networks for use in practical applications, accepted as a short paper to a workshop at NeurIPS 2022. Contributed to a team that applied meta-learning techniques to train neural networks on objectives inspired by quantum algorithms, presented as a poster at NeurIPS 2020. Broader interests in both quantum machine learning (e.g. variational quantum algorithms) and machine learning (e.g. high-dimensional linear algebra, disease modeling and prediction)

    • Graduate Student Instructor
      • Sep 2019 - Apr 2023

      Ann Arbor, Michigan Taught exclusively as instructor of record for Calculus I and II courses. Served as Calculus I course co-coordinator (an administrative role) for Winter 2023. Developed course materials and held lectures; held office hours; wrote, administered, and graded exams; assigned final grades

    • Netherlands
    • Appliances, Electrical, and Electronics Manufacturing
    • 700 & Above Employee
    • Machine Learning Research Intern
      • Jun 2022 - May 2023

      Burlington, Massachusetts, United States Machine learning research internship for Signify's Research Americas division, focusing on computer vision and 3D modeling. Primarily explored and identified lighting-based applications of implicit neural rendering techniques, in particular those using neural radiance fields (NeRFs). Wrote and tested code built on the NeRF development platform Nerfstudio to examine the capacity for NeRFs to be adapted toward these applications. Assisted with benchmarking the output of a trained generative… Show more Machine learning research internship for Signify's Research Americas division, focusing on computer vision and 3D modeling. Primarily explored and identified lighting-based applications of implicit neural rendering techniques, in particular those using neural radiance fields (NeRFs). Wrote and tested code built on the NeRF development platform Nerfstudio to examine the capacity for NeRFs to be adapted toward these applications. Assisted with benchmarking the output of a trained generative adversarial network (GAN) on a secondary project. Assisted in a smaller capacity on multiple other projects with identifying novel machine learning use cases, writing invention disclosures, and other general aspects of intellectual property generation. Show less

    • United States
    • Higher Education
    • 700 & Above Employee
    • Graduate Teaching Associate
      • Aug 2017 - May 2019

      San Francisco, CA My teaching assignments at SFSU had me acting as the instructor of record for a number of lower-division mathematics courses, including topics such as mathematics for business, and remedial algebra. I have also served as a teaching assistant for multiple calculus courses.

    • Higher Education
    • 700 & Above Employee
    • Grader
      • Jan 2017 - Mar 2017

      Santa Barbara, CA I developed answer keys and graded student work for a, "Transition to Higher Mathematics," course in the Math department at UCSB.

    • United States
    • Restaurants
    • 700 & Above Employee
    • Crew Member
      • Jul 2015 - Jan 2016

      San Francisco, CA I worked as a cashier full-time when familial issues required me to take a break from school and return home for a period of time.

Education

  • University of Michigan
    Doctor of Philosophy - PhD, Applied & Interdisciplinary Mathematics and Scientific Computing
    2019 - 2024
  • University of Michigan
    Master of Science - MS, Applied & Interdisciplinary Mathematics
    2019 - 2022
  • San Francisco State University
    Master of Arts - MA, Mathematics
    2017 - 2019
  • University of California, Santa Barbara
    Bachelor of Science - BS, Mathematical Sciences
    2012 - 2017

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