Netherland, Sewell and Associates

● Served as the subject-matter expert on machine learning research, development, and implementation in the organization
● Significantly reduced time spent on oil and gas production forecasting with multi-output machine learning models
● Optimized well spacing with Bayesian optimization techniques that uncovered unprecedented extrema in the search space
● Developed an internal no-code application that automates the training and inference of oil and gas production forecasting models
● Led company-wide learning sessions on machine learning techniques for oil and gas production forecasting