As a Machine Learning Engineer at SportsVisio Inc. since January 2023, I've played a pivotal role in the company's growth and success. Spearheading the development of our proprietary AI product, I secured a significant $3M in seed funding in August 2023. Within our dynamic AI team, I've been the sole representative from North America, bringing a diverse perspective to our projects. My responsibilities have been multifaceted, encompassing AWS deployment and MLOps, where I orchestrated the seamless deployment of our AI pipeline across various environments. Leveraging cutting-edge algorithms, such as LLM-based image recognition and 3D-CNN models, I've achieved remarkable accuracy in tasks ranging from jersey color identification to basketball shot outcome detection. Additionally, my innovation in integrating Belief Propagation techniques for player tracking has significantly enhanced our system's robustness, resulting in a notable 15% increase in accuracy. Overall, my contributions have been instrumental in advancing SportsVisio's AI capabilities, positioning us as leaders in sports analytics and technology.