Capstone Case Study

Developing Machine Learning Solutions for NHL Sports Betting The intersection of data science and sports betting presents unique challenges and opportunities. This project explored the development of machine learning models to identify positive expected value (EV) bets in NHL anytime goalscorer markets, aiming to find mispriced opportunities in sportsbook odds… Read More

Re-thinking Data Access at Chartis Research with AI Chartis Research is embracing the power of AI to transform how data is accessed and utilized. This project introduced an AI-driven assistant chatbot designed to provide rapid, accurate, and intuitive access to vast amounts of research data, significantly enhancing decision-making and client… Read More

NFL Big Data Bowl – Tackling Predictions in American Football The NFL Big Data Bowl presented a unique challenge for leveraging data science to enhance the understanding of football. This year’s focus revolved around predicting tackles, a crucial aspect of gameplay. The aim was to develop a predictive model capable… Read More

Enhancing Surgical Training with Self-Supervised Models The field of robotic surgery is undergoing a transformation with the integration of advanced self-supervised learning models. This project focused on determining the skill levels of surgeons operating the Da Vinci Surgical System [dVSS] by leveraging data produced during surgeries. By analyzing video and… Read More

Preverity – Predicting Pediatric Malpractice Risks with AI In collaboration with Vanderbilt Data Science, Preverity launched a project aimed at developing a predictive model to assess malpractice risks in pediatric healthcare. This initiative was driven by the need to enhance patient safety in a particularly vulnerable population. By employing advanced… Read More

HCA Healthcare – Enhancing Diagnostics with AI-Driven Medical Analysis In collaboration with Vanderbilt Data Science, HCA Healthcare embarked on a project to improve the identification of vascular conditions from radiology reports. By leveraging advanced AI techniques, the project aimed to enhance the accuracy and efficiency of medical diagnoses, ultimately improving… Read More

AllianceBernstein – Leveraging AI for ESG Sentiment Analysis In collaboration with Vanderbilt Data Science, AllianceBernstein undertook a project aimed at analyzing the impact of Environmental, Social, and Governance (ESG) sentiment on stock prices. The project sought to determine whether negative sentiments surrounding ESG topics could influence the financial performance of… Read More

Nashville SC – Leveraging AI for Fan Sentiment Analysis In collaboration with Vanderbilt Data Science, Nashville SC undertook a project aimed at enhancing their understanding of fan sentiment through the analysis of social media discussions. By applying advanced AI techniques, the project provided detailed insights into how fans perceive the… Read More