Jonathan Burkow
Graduate Research Assistant at Michigan State University- Claim this Profile
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Bio
Experience
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Michigan 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 Research Assistant
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May 2019 - Present
Working with adviser Dr. Adam Alessio to investigate methods to optimize deep convolutional neural networks for object detection, applied to detection of rib fractures in pediatric x-rays. Developed a pre-processing pipeline for curation of a private chest radiograph dataset using modules such as pydicom and python-opencv.
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Graduate Teaching Assistant
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Aug 2018 - May 2019
In flipped classroom environments, I provided personal and group assistance to students in the CMSE 201 - Introduction to Computational Modeling course learning how to create programs using Python. Skills such as dataset manipulation, algorithmic thinking, model building, and data visualization are all learned through various application examples. I held office hours in addition to classroom time and graded all assignments pertaining to the course.
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Discover Financial Services
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United States
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Financial Services
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700 & Above Employee
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Business Analyst, Associate
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May 2018 - Jul 2018
Collected and analyzed relevant business data to assist management in goal development, day-to-day operation, and quality assurance. Managed projects to develop and redesign reports such as Tableau dashboards and automation for both team and department efficiency. Troubleshooted and solved reporting inconsistencies and data abnormalities. Translated analytical and statistical findings into procedural changes and business growth/cost reduction measures.
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Analyst, Reporting
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Jan 2017 - May 2018
Developed and managed Tableau dashboards for monitoring of daily operations, department inventory, and performance metrics. Implemented automated reports to minimize manual processes and improve team efficiency. Influenced procedural changes and optimizations through statistical applications on relevant datasets.
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Arizona 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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Mathematics Tutor
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Jan 2016 - May 2016
Working at the busiest center on the main campus of the largest University in the United States, I provided free one-on-one tutoring for mathematics courses. Ensuring student success in a fast-paced environment, I reinforced topics including Algebra, Trigonometry, Business Mathematics, Calculus, and Differential Equations.
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Lead STEM Tutor
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Sep 2012 - May 2016
As a STEM tutor, I provided free one-on-one or group tutoring for undergraduate courses, reinforcing topics such as Algebra, Trigonometry, Business Mathematics, Calculus, Java, and Physics. This involved explaining difficult concepts using scaffolding and analogy while differentiating teaching styles to fit each student. This position allowed me to work with ethnically diverse students, adult re-entry students, and veterans. Furthermore, I assisted my coordinator by training and mentoring newly… Show more As a STEM tutor, I provided free one-on-one or group tutoring for undergraduate courses, reinforcing topics such as Algebra, Trigonometry, Business Mathematics, Calculus, Java, and Physics. This involved explaining difficult concepts using scaffolding and analogy while differentiating teaching styles to fit each student. This position allowed me to work with ethnically diverse students, adult re-entry students, and veterans. Furthermore, I assisted my coordinator by training and mentoring newly recruited tutoring staff and setting up bi-weekly staff meetings.
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Institute for Pure and Applied Mathematics
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United States
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Education Administration Programs
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1 - 100 Employee
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Summer Student Researcher
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Jun 2015 - Aug 2015
Selected as 1 of 36 from over 600 applicants for the Research in Industrial Projects for Students (RIPS) summer research program. During this 9 week program, students were introduced to problems in industrial mathematics. I worked in a team of four sponsored by and in direct collaboration with the Aerospace Corporation. We created orbital models of small clusters of cube satellites using physics-based MATLAB simulations to be used as reference for vehicle monitoring during Low Earth Orbit space… Show more Selected as 1 of 36 from over 600 applicants for the Research in Industrial Projects for Students (RIPS) summer research program. During this 9 week program, students were introduced to problems in industrial mathematics. I worked in a team of four sponsored by and in direct collaboration with the Aerospace Corporation. We created orbital models of small clusters of cube satellites using physics-based MATLAB simulations to be used as reference for vehicle monitoring during Low Earth Orbit space missions. My team and I presented our research at UCLA and the Aerospace Corporation Headquarters. Show less Selected as 1 of 36 from over 600 applicants for the Research in Industrial Projects for Students (RIPS) summer research program. During this 9 week program, students were introduced to problems in industrial mathematics. I worked in a team of four sponsored by and in direct collaboration with the Aerospace Corporation. We created orbital models of small clusters of cube satellites using physics-based MATLAB simulations to be used as reference for vehicle monitoring during Low Earth Orbit space… Show more Selected as 1 of 36 from over 600 applicants for the Research in Industrial Projects for Students (RIPS) summer research program. During this 9 week program, students were introduced to problems in industrial mathematics. I worked in a team of four sponsored by and in direct collaboration with the Aerospace Corporation. We created orbital models of small clusters of cube satellites using physics-based MATLAB simulations to be used as reference for vehicle monitoring during Low Earth Orbit space missions. My team and I presented our research at UCLA and the Aerospace Corporation Headquarters. Show less
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Mathematical and Theoretical Biology Institute
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Arizona State University, Tempe, AZ
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Summer Student Researcher
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Jun 2014 - Jul 2014
Chosen as 1 of 19 from a pool of over 200 applicants. 8 week program applying mathematics to problems in biology for the Mathematical and Theoretical Biology Institute (MTBI) summer research program. Four weeks involved daily classes improving and expanding student knowledge in mathematical concepts such as epidemiology, statistics, biology, and differential equations. I worked with a team of four on a self-chosen topic, creating computational models utilizing systems of ordinary differential… Show more Chosen as 1 of 19 from a pool of over 200 applicants. 8 week program applying mathematics to problems in biology for the Mathematical and Theoretical Biology Institute (MTBI) summer research program. Four weeks involved daily classes improving and expanding student knowledge in mathematical concepts such as epidemiology, statistics, biology, and differential equations. I worked with a team of four on a self-chosen topic, creating computational models utilizing systems of ordinary differential equations in MATLAB to quantify the epidemiological spread of stripe rust on a crop of wheat and the effects of two fungicidal treatments for improving crop yield. Show less Chosen as 1 of 19 from a pool of over 200 applicants. 8 week program applying mathematics to problems in biology for the Mathematical and Theoretical Biology Institute (MTBI) summer research program. Four weeks involved daily classes improving and expanding student knowledge in mathematical concepts such as epidemiology, statistics, biology, and differential equations. I worked with a team of four on a self-chosen topic, creating computational models utilizing systems of ordinary differential… Show more Chosen as 1 of 19 from a pool of over 200 applicants. 8 week program applying mathematics to problems in biology for the Mathematical and Theoretical Biology Institute (MTBI) summer research program. Four weeks involved daily classes improving and expanding student knowledge in mathematical concepts such as epidemiology, statistics, biology, and differential equations. I worked with a team of four on a self-chosen topic, creating computational models utilizing systems of ordinary differential equations in MATLAB to quantify the epidemiological spread of stripe rust on a crop of wheat and the effects of two fungicidal treatments for improving crop yield. Show less
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Education
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Arizona State University West
Bachelor’s Degree, Applied Mathematics -
Sunrise Mountain High Scool
High School, 4.0 GPA -
Michigan State University
Graduate, PhD, Computational Mathematics, Science, and Engineering