iammansitha@gmail.com
CricVision
PythonTensorflowPandasNumpy

CricVision - Dynamic Batting Order Optimization for T20 Cricket

CricVision is a machine learning-based system designed to optimize batting order decisions in T20 International cricket. The model moves beyond intuition by predicting key performance indicators—including a batsman’s expected runs, strike rate, the final team score, and the Net Run Rate (NRR)—to recommend the optimal next batsman after a wicket falls. By leveraging a comprehensive ball-by-ball dataset and employing a multi-model regression approach, the system provides a data-driven framework for strategic decision-making to enhance team performance.

Get in touch

Email me at iammansitha@gmail.com iammansitha@gmail.com link