THE DUAL PERSPECTIVE
Where Geophysics Meets Software Systems
Combining rigorous mathematical modeling, spatial data processing, and enterprise software engineering to solve complex real-world challenges.
Subsurface Exploration & Petrophysical AI
Bridging earth sciences and code. I build automated data pipelines and train Deep Neural Networks for complex petrophysical predictions.
My recent ML research on True Resistivity (RT) prediction achieved a 99%+ error reduction compared to traditional algorithms.
7.84e-05 Deep Neural Network MSE in RT Prediction
50% Manual Processing Time Reduction via Python Tooling
