- Worked under the supervision of Dr. Nikhil to explore how changing hyperparameters and increasing optimization in deep learning can potentially hinder model accuracy over the long term. - Investigated SMT techniques for improving processor efficiency by allowing multiple threads to share execution resources, comparing it to superscalar and single-chip multiprocessor architectures.- Studied how recommendation systems leverage ML models for user-specific content suggestions and how reinforcement learning techniques optimize training through trial-and-error processes and rewards.

- Proofreading of books that are digitized and archived for anyone to read online- Encouraging the creation and distribution of eBooks

- Collaborate with young kids to help them have a fair and fun soccer game- Provided leadership by coaching young kids and building interest in soccer

- Provided insight to the development of an application to help youth easily reach health services- Helping with community outreach and engagement by educating youth about reaching health services

- Built the leadership skills surrounding school climate and culture- Mentored underclassmen by providing guidance- Helped to create and oversee events that help increase sense of community throughout the school

- Assisted Dr. Ashaolu with the development of autograder software- Architected, designed, and developed an advanced autograder utilizing Python, streamlining the assignment grading process and significantly improving efficiency.- Implemented robust algorithms and logic for automated assignment assessment, resulting in accurate and consistent grading outcomes.- Contributed extensively to open-source development on GitHub, showcasing a strong commitment to the programming community.

- Contributed to the company’s online presence by creating and editing informative and engaging short and long-form content related to leadership and personal growth - Developed the Grounow website using Carrd, enhancing user engagement and satisfaction