- Investigating how strike-slip tectonics shaped the stratal architecture and controlled reservoir distribution in the Eastern Shelf–Midland Basin system through well-log correlation and regional isopach map construction- Integrating seismic and well-log lithofacies classification (PNN and Bayesian classification) to identify sand bodies within a Lower Permian incised valley and predict their porosity distribution

- Developed a sequence stratigraphic framework on the Upper Pennsylvanian mixed siliciclastic-carbonate systems in the Eastern Shelf of the Permian Basin using well logs (+7,000) and cores (+300m)- Developed a machine learning model (color transformation, k-means, and XGBoost) to distinguish siliciclastic from carbonate lithofacies, improving well-log correlation efficiency.- Proposed a novel tide-influenced deltaic model for Upper Pennsylvanian reservoirs in the Eastern Shelf… Show more - Developed a sequence stratigraphic framework on the Upper Pennsylvanian mixed siliciclastic-carbonate systems in the Eastern Shelf of the Permian Basin using well logs (+7,000) and cores (+300m)- Developed a machine learning model (color transformation, k-means, and XGBoost) to distinguish siliciclastic from carbonate lithofacies, improving well-log correlation efficiency.- Proposed a novel tide-influenced deltaic model for Upper Pennsylvanian reservoirs in the Eastern Shelf, advancing beyond previous river-dominated models- Pinpointed how the recycling of Atokan (Middle Pennsylvanian) beds in the Ouachita orogen contributed most sediments to the Eastern Shelf and Midland Basin during the Late Pennsylvanian and Early Permian, through integration of detrital-zircon geochronology and palynology Show less

- Evaluated the outcomes of a machine learning model (Random Forest with SHAP) to pinpoint geological production drivers in the Vaca Muerta unconventional reservoir

- Performed the sequence stratigraphic analysis of 10 production zones of the unconventional reservoir Vaca Muerta by interpreting 3D seismic surveys (2,500 km²) and correlating well logs (30)- Delivered bulk rock volumes and surfaces for evaluating porosity, water saturation, and hydrocarbon in-place volumes in a Joint Venture block assessment- Participated in a multi-disciplinary team for a block evaluation (Bandurria Sur, acquired by Shell/Equinor in 2020). Justified the… Show more - Performed the sequence stratigraphic analysis of 10 production zones of the unconventional reservoir Vaca Muerta by interpreting 3D seismic surveys (2,500 km²) and correlating well logs (30)- Delivered bulk rock volumes and surfaces for evaluating porosity, water saturation, and hydrocarbon in-place volumes in a Joint Venture block assessment- Participated in a multi-disciplinary team for a block evaluation (Bandurria Sur, acquired by Shell/Equinor in 2020). Justified the stratigraphic assumptions and interpretations at a technical peer review Show less

- Teamed with SHELL on field mapping of organic-rich shales in the Muerto Fm. (Peruvian equivalent of the Eagle Ford), constructing +600 m stratigraphic columns, collecting drill cores, and taking gamma-ray measurements- Developed a 3D framework in Petrel, integrating outcrops of organic-rich shales, well logs, and 2D seismic data to delineate prospective areas for exploration of unconventional reservoirs

- Involved in the exploration of four basins in the Peruvian forearc.- Wellsite geological supervision in exploratory wells.