Staff, Data Scientist
, Gradient Boosting Decision and Deep Neural Networks. Familiarity with Deep Learning frameworks including Tensorflow...
, Gradient Boosting Decision and Deep Neural Networks. Familiarity with Deep Learning frameworks including Tensorflow...
, Gradient Boosting Decision and Deep Neural Networks. Familiarity with Deep Learning frameworks including Tensorflow...
/solvers for large-scale gradient-based non-linear programs, e.g., IPOPT, CONOPT, KNITRO, and WORHP, including their respective...
, machine learning frameworks, numerical convergence monitoring, data-driven correlation, design exploration, gradient-based...
, feature engineering, feature/model selection), algorithms (eg. gradient boosted trees, neural networks/deep learning...
, machine learning frameworks, numerical convergence monitoring, data-driven correlation, design exploration, gradient-based...
pore pressure/fracture gradient predictions. Assists with timely procurement of material, equipment and personnel. Reviews...
assessments for assigned wells. Develops well designs and confirms pore pressure/fracture gradient predictions. Documents...
discipline. Knowledge of the PyTorch machine learning library Knowledge of formal gradient-based and gradient-free optimization...
, Multidimensional Scaling etc. Machine Learning techniques like Random Forest, Support Vector Machine, Gradient Boosting Machine...