PETROLERN’s proposal titled “Machine Learning Real Time Operations Centre for Fracturing (Frac RTOC)” received an award by Shell GameChanger. The proposal aims in developing a fully trained real-time machine learning model to optimize the frac design and minimize the risk of screen-out (Frac RTOC system). Congratulations to our data science team for their brilliant idea and special thanks to Shell for providing the fund.