Geospatial Data Scientist
• Leveraged domain knowledge of geospatial data and geologic workflows to automate time-consuming tasks, saving 100s of hours of interpretation time• Lead the data science effort for global CCUS capacity estimation project, leveraging feature engineering and Monte Carlo simulation to guide investment decisions• Leveraged domain knowledge to conducted EDA, data cleaning, and feature engineering to drive improvements in Data Science Team’s ML models• Developed standardized statistical workflows and predictive models to estimate quantity and location of natural resources present at regional and global scales• Developed stochastic geospatial python tools to quantify risk and uncertainty that underpin multi-million dollar decisions