TA - Calculus I, II, and IIIInstructor - College Algebra, Trigonometry, Calculus I, and Business calculus

With a team of graduate students, supervised undergraduates on the project to count several frog eggs in an image using neural networks. The project was done to help AGGRC keep track of specimen quantity in reserve. We achieve an accuracy of 98 percent in the detection of over 2000 eggs for a given picture.

Live-in advisor for a Resident Hall.Direct supervisor for the RA staff in the building.Served as a mentor for Residents and build community in the building.Participated in the process of RA recruitment, selection, and training.Assisted Director of residence life with the implementation of educational programming and room assignment.Recommended maintenance and equipment needs to the Area coordinator.

We created a Neural Network Architecture based on the spacetime model. We used that network architecture to diagnose breast cancer from the Breast cancer dataset from the University of Wisconsin.

Organized and lead campus tours for prospective students, faculty, and/or visitors.Represented the university’s student body at various on-campus and off-campus events.Recruited prospective students at various events and college fairs.

Served as a peer advisor, student advocate, and administrative representative to the students in the resident hall.Enforced university policies and individual hall regulations.Conducted educational and social programming for hall residents.Assisted in staffing the office of resident life.Provided encouragement and interactive space for residents.

Worked under the direction of Dr.Benjamin F.Dribus for the paper on Network Horizon Dynamics I: Qualitative AspectsIn this series of papers, we study acrylic directed network's connectivity properties, focusing on three types of phase transitions that affect horizon sizes for typical nodes. The first two types involve the familiar emergence of giant components as average local connectivity increases, while the third type involves small-world horizon growth at a variable distance from a… Show more Worked under the direction of Dr.Benjamin F.Dribus for the paper on Network Horizon Dynamics I: Qualitative AspectsIn this series of papers, we study acrylic directed network's connectivity properties, focusing on three types of phase transitions that affect horizon sizes for typical nodes. The first two types involve the familiar emergence of giant components as average local connectivity increases, while the third type involves small-world horizon growth at a variable distance from a typical node. In this first paper, we focus on qualitative behavior, simulations, and applications, leaving formal considerations for subsequent papers. We explain how such phase transitions distinguish deep neural networks from shallow machine learning architectures and propose hybrid local/random network designs with surprising connectivity advantages. We also propose a small-world approach to the horizon problem in the cosmology of the early universe as a novel alternative to the inflationary hypothesis of Guth and Linde. Show less

Research and Video presentation under the Mentorship of Dr. Benjamin F. Dribus on the theory of observation for discrete models of spacetime. This research program was a part of the FQXI Physics of observer program. This project describes what observation and observer are in the discrete spacetime while focusing on the problem of quantum gravity, and its possible solutions.