Oliver Knitter
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Bio
Experience
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SandboxAQ
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United States
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Software Development
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100 - 200 Employee
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AI Resident
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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.
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University of Michigan
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United States
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Higher Education
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700 & Above Employee
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Graduate Student Research Assistant
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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)
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Graduate Student Instructor
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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
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Signify
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Netherlands
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Appliances, Electrical, and Electronics Manufacturing
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700 & Above Employee
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Machine Learning Research Intern
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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
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San Francisco State University
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United States
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Higher Education
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700 & Above Employee
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Graduate Teaching Associate
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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.
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UC Santa Barbara
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Higher Education
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700 & Above Employee
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Grader
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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.
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Chipotle Mexican Grill
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United States
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Restaurants
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700 & Above Employee
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Crew Member
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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.
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Education
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University of Michigan
Doctor of Philosophy - PhD, Applied & Interdisciplinary Mathematics and Scientific Computing -
University of Michigan
Master of Science - MS, Applied & Interdisciplinary Mathematics -
San Francisco State University
Master of Arts - MA, Mathematics -
University of California, Santa Barbara
Bachelor of Science - BS, Mathematical Sciences