At the University of Michigan, our team is leading advancements in VR testing and edge computing for recommendation systems. Our work emphasizes technical design, project plans, and functional specifications, which are integral to developing groundbreaking tools and enhancing data efficiency for smarter content delivery. During my tenure at Vocera Communications, part of Stryker, I contributed to the successful implementation of Engage 7.0 by leveraging my software quality assurance acumen. Our collaborative efforts focused on meticulous feature verification and robust code enhancements, underscoring my dedication to elevating software reliability and performance.