Data Scientist Resume

SUMMARY

Highly experienced and qualified petroleum and chemical engineer with more than 5+ years of work experience in field development and management of conventional and unconventional resources.
Recognized experience in production data analysis, statistical modeling, identifying probability distribution, optimizing drilling program, developing algorithms to derive valuable insights from Oil&Gas data at scale, horizontal and vertical well planning.
Production data analysis, Mining and data visualization in field cases, Interpreting and integration of large data sets from multiple field sources, Experienced programming with Python, and Matlab to extract, transform and clean multi - gigabyte data streams, cluster analysis, and principal component analysis.
Static and dynamic model building, up-scaling and up-gridding, stochastic modeling, embedded discrete fracture modeling.
Compositional, thermal, chemical, and blackoil simulation, history matching for various EOR processes, low-tension surfactant/gas(or-foam) flood, miscible and immiscible gas flood simulation.

TECHNICAL SKILLS

Programming Expertise: Python, Matlab, SQL, Fortran, Excel Macro
Reservoir Engineering, Simulation, and Well - Testing Packages: UTCHEM, UTGEL, ECLIPSE, CMG (IMEX, GEM, and STARS), PVTI, Petrel, SAPHIR, PROSPER
Computational Fluid Dynamics (CFD): Ansys

PROFESSIONAL EXPERIENCE

Data Scientist

Confidential

Responsibilities:

Working with Gulf Coast Carbon Center team of Confidential in Austin.
Creating output to explain data analysis, data visualization, and statistical modeling results to managers.
Developing advanced statistical models/machine learning tools to optimize brine extraction on pressure management.
Extracting and interpreting big data sets from several thousand wells in the Northern Gulf of Mexico (Texas - Louisiana) to build a statistical model for offshore CO2 EOR project.

Reservoir Engineering Intern

Confidential

Responsibilities:

Provided a recommended workflow and tools to model naturally occurring emulsions for EOR purposes and criteria to predict their occurrence in viscous oil reservoirs.
Studied the effect of stabilizing factors such as asphaltenes, resins, small solid particles and viodage control in generation and stability of naturally occurring emulsions.

Petroleum Engineering Intern

Confidential

Responsibilities:

Worked with Reservoir Simulation team of Confidential Reservoir and Production Technology in Austin.
Developed methods for chemical Foam-EOR pilot testing of fractured reservoirs in Mexico.
Studied the effect of fracture model on the performance of chemical EOR processes in Mexico fractured oil fields.

Petroleum Engineering Consultant

Confidential

Responsibilities:

Performed full field simulation of carbonate reservoirs by ECLIPSE and CMG.
Worked as reservoir engineer in Sarajeh Field simulation group with the following activities. Investigated miscible displacement as the best EOR method for Azadeghan filed using
Eclipse-300 and IMEX simulators.
Lectured short courses in PanSys, Saphir, Eclipse, CMG-IMEX, CMG-WinProp, PVTi and Prosper for entry level engineers.

Core Lab Engineer

Confidential

Responsibilities:

Conducted experimental investigation of rock and fluid properties in oil and gas reservoirs.
Investigated wettability and relative permeability data for AZN8 well in Azadeghan field. Analyzed recovery factor experimentally by using capillary pressure data in fractured reservoirs.
Analyzed phase behavior properties for SPD14 well in South Pars Field.