With a solid foundation in machine learning and customer service, I am currently advancing football analysis technology as a Research Assistant at Shaw University. My mission is to harness the power of computer vision and deep learning to revolutionize how we understand and enjoy sports. Committed to innovation and excellence, I apply my analytical skills and technical expertise to contribute to projects that align with Shaw's culture of forward-thinking research.In my role, I've implemented state-of-the-art object detection using YOLO and deployed trackers to follow players and markers across frames. My work also involves training custom object detectors, perspective transformation for depth representation, and employing Kmeans clustering for team assignment. Additionally, I've honed my IT skills by managing help desk tickets and resolving a wide range of hardware and software issues, ensuring the smooth operation of our institution's technical infrastructure.
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Research AssistantShaw UniversityRaleigh, Nc, Us -
Research AssistantShaw University Jan 2024 - PresentRaleigh, North Carolina, United StatesApplied machine learning, computer vision and deep learning to create a football analysis system. We utilize YOLO, a state of the art object detector to detect the players, and yard line markers.We deployed trackers to track those object across frames. We also train our own object detector to enhance the output of the state-of-the-art models.We will implement perspective transformation to represent the scene's depth and perspective, allowing us to measure a player's movement.We will assign players to teams based on the colors of their t-shirts using Kmeans for pixel segmentation and clustering.We will also use optical flow to measure camera movement between frames, enabling us to accurately measure a player's movement. -
Information Technology Help DeskShaw University Nov 2023 - Jul 2024Raleigh, North Carolina, United StatesManage and prioritize help desk tickets to resolve technical issues for remote and onsite students.Diagnose and resolve hardware and software issues, including Windows and macOS.Conduct hardware and software upgrades for students. -
Pool ManagerAquatech Pool Solutions Apr 2021 - Jul 2024Cary, North Carolina, United States
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CashierChic-Fil-A
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Aircraft Structural MechanicUs Navy Jul 2013 - Jun 2016San Diego, California, United StatesRead blueprints, illustrations, and specifications to determine layouts, sequences of operations, and relationships of partsLayout and mark reference points and locations for installation of parts and components using templates and marking instruments.Adjust, repair, rework, and replace parts and assemblies to ensure proper operationLead a team of at least 7 workers to perform daily, weekly, and bi weekly inspections for 10 aircraft. Trained 20 junior workers on required certifications to perform duties. Trained 5 to lead their own teams. Worked with crews to carry out inspections efficiently as possible and cut the average turnaround time by 30 minutes while complying to NAVAIR standards.
Shon Williams Education Details
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Computer Science -
Associate Of Science - As
Frequently Asked Questions about Shon Williams
What company does Shon Williams work for?
Shon Williams works for Shaw University
What is Shon Williams's role at the current company?
Shon Williams's current role is Research Assistant.
What schools did Shon Williams attend?
Shon Williams attended Shaw University, Wake Technical Community College.
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