Publication number: 20250157284
Abstract: A system and method(s) to perform operations that include aggregating gaming data associated with a casino network; training, via exploratory data analysis of the aggregated gaming data, a set of developed machine learning models that most accurately predict a target variable output. The operations further include predicting, using a deployed one of the developed machine learning models to analyze user-specific gaming data associated with a specific user account, a user-specific output value. The operations further include determining, via the deployed machine learning model using the user-specific output value, user-specific system-based content to present via a presentation device associated with a location of the specific user account (e.g., via a player interface device that the user account is logged into, via a personal mobile device associated with a user of the user account, etc.). The operations further include presenting (e.g., rendering, animating, etc.
Type:
Application
Filed:
August 5, 2024
Publication date:
May 15, 2025
Inventors:
Jon Christian WOLFE, Lekha Sree BALA SUNDARAM, Rajkumar RAMAMOORTHY, Selvaganesan KRISHNAMURTHY, Dhanapal KARTHICK, Sanjayraj DHANABALAN, Mohan SARANYA, Akshata KHANNA, Kaushik SETT, Mohan Raj SUBRAMANI, Sudhakar SELVAM, Praveen Kumar RAVI SINGARAVELU, Uthistran SELVARAJ, Vasanth Kumar SUBRAMANIAM, Lini Mary JACOB, Paul ARUMUGAM, Gowrishankar PERIYASAMY, Arpit BAJPAI, Pravin CHAVAN, Thangarasu SAKTHIVELU, Arindam SHARMA, Balasubramanian VENKATACHALAM, Carcel Brook SURRATT, Murali VENKATARAMAN, Sachin SINGH, John MASON, Jay YANEZ, Samuel DUENAS, Jayanthi CHANDRAN, Haripriya JORAPUR, Mohammed ADNAN, Babitha KASA