ROGII — wellbore geology prediction

Predicting true vertical thickness from wellbore data, using a LightGBM and XGBoost ensemble with a bidirectional LSTM component to capture depth-sequential structure.

A second iteration rebuilt the solution for fast execution under submission time limits: disk caching of intermediate features and environment-variable configuration so that the same codebase runs in exploration mode locally and in constrained mode inside the evaluation container.