ENGINEERING · COMPUTATION · ENERGY
Petroleum engineer combining subsurface engineering with numerical simulation, data science, and computational modeling. My work spans CO₂ geological storage, reservoir simulation, multiphase flow, quantitative risk analysis, machine learning, and engineering optimization.
CORE CAPABILITIES
Integrating geoscience, reservoir engineering, numerical modeling, data science, and computational methods to solve complex subsurface and energy problems.
Integrated geological CO₂ storage assessment and Class VI technical support, spanning site characterization, formation evaluation, petrophysics, seismic interpretation, and geomodeling through reservoir simulation, injectivity, Area of Review delineation, geomechanics, well integrity, and post-injection evaluation.
Reservoir characterization and dynamic modeling for petroleum and subsurface storage systems, including compositional and multiphase simulation, history matching, injectivity and storage assessment, sensitivity analysis, and uncertainty evaluation.
Computational modeling of complex multiphase-flow systems, including gas-liquid pipe flow, Volume-of-Fluid methods, transient flow behavior, and pressure and velocity-field analysis. Applications include offshore well-control and worst-case-discharge studies, flow assurance, and quantitative engineering risk assessment under complex operating conditions.
Data science, machine learning, spatial analytics, surrogate modeling, and mathematical optimization for petroleum and subsurface engineering. Work includes predictive modeling, GIS-based screening and ranking, scenario analysis, and optimization-driven decision-support workflows.
SELECTED WORK
Selected engineering and computational projects illustrating the integration of subsurface physics, simulation, data analytics, and optimization.
DATA SCIENCE · CCUS
An interactive engineering platform for screening and ranking offshore CO₂ storage opportunities using reservoir properties, spatial analytics, engineering constraints, scenario analysis, and mathematical optimization.
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RESERVOIR ENGINEERING · CCUS
Numerical workflows for investigating CO₂ plume migration, pressure propagation, injectivity, computational-domain effects, geomechanical response, and Area of Review behavior.
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PETROLEUM ENGINEERING · DATA SCIENCE
Computational workflows combining petroleum-engineering methods with production analytics, machine learning, surrogate modeling, uncertainty analysis, and optimization.
View Projects →RESEARCH PROFILE
My research spans CO₂ geological storage, reservoir simulation, dynamic storage efficiency, fault-controlled migration and wellbore leakage, multiphase flow and computational fluid dynamics (CFD), offshore reservoir assessment, quantitative risk analysis, and reduced-order and data-driven reservoir modeling.
Peer-reviewed research has appeared in the International Journal of Greenhouse Gas Control, Greenhouse Gases: Science and Technology, Journal of Petroleum Science and Engineering, and SPE Drilling & Completion.
Explore Selected Publications →SELECTED RESEARCH & PUBLICATIONS
Representative peer-reviewed research and technical work spanning geological CO₂ storage, reservoir simulation, reduced-order modeling, risk analysis, multiphase flow, and computational fluid dynamics.
Integrated surface and subsurface screening framework combining geologic, infrastructure, environmental, and operational criteria to identify geological CO₂ storage opportunities in South Louisiana.
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Coupled hydromechanical modeling examining how fault architecture and pressure evolution control CO₂ migration, cross-formational leakage, and containment in stacked storage systems.
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Reservoir simulation and response-surface modeling used to quantify the influence of key reservoir and operational parameters on dynamic CO₂ storage efficiency.
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Reduced-order modeling framework integrating well construction, spatial configuration, and reservoir conditions to evaluate field-scale wellbore leakage risk for geological CO₂ storage.
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Experimental and computational investigation of multiphase flow behavior in large-diameter pipes supporting evaluation of offshore worst-case-discharge modeling approaches.
View BOEM Report →BACKGROUND
I am a petroleum engineer with more than 15 years of experience across industry, applied research, and academia. My technical background spans petroleum engineering, geology, numerical simulation, computational fluid dynamics, and quantitative risk analysis.
Increasingly, my work also integrates data science, machine learning, spatial analytics, and optimization with traditional engineering workflows.
CONNECT
Explore my technical projects, research, and professional work through LinkedIn and GitHub.