Gabriel Perez

,

MSc

Petroleum Engineer

Consultant
Profile Summary

Petroleum Engineer and Earth Scientist with experience integrating innovative solutions to optimize engineering projects in the energy sector. My academic journey, including a master's degree focused on machine learning applications for geoscience challenges, has equipped me with a deep understanding of subsurface complexities and the skills to address them.

Recently, my professional journey has evolved to bridge the gap between engineering and machine learning technology. During my Master's program, I've been applying physics-informed machine learning models to solve complex flow problems in the subsurface.

I'm continuously exploring opportunities to utilize AI and machine learning, aiming to drive innovation and foster significant advancements in the energy sector. If you're interested in discussing the future of the oil and gas industry, digital transformation, or machine learning, I'd be delighted to connect and explore opportunities to collaborate.

Personal details
Name:
Gabriel Perez
Age:
28
Gender:
Male
Nationality:
Colombia
Residence:
Colombia
Educational background
Highest academic degree:
Masters in Earth Science and Engineering
Professional details
Profession /occupation:
Petroleum Engineer
Experience:
2+ years
Notable past employers:
Tachyus Corporation
Areas of expertise:
Artificial Intelligence
Data Science
Decline curve analysis
Digital Transformation
EOR
Green field development
Machine Learning
Petroleum engineering
Python
Reservoir modelling
Reservoir simulation
Uncertainty Analysis
Software skills:
CMG
Eclipse
Intersect
Python
SQL
Recent work
  • Model oil and gas reservoir production using physics-powered machine learning through in-house web applications.

  • Conduct ETL processes to integrate data from diverse sources provided by oil operator companies, preparing it for use within internal applications.

  • Develop proxy models from Intersect simulation models to analyze uncertainty, optimize production strategies, and enhance reservoir management decisions. Work with SLB's Intersect reservoir simulation software, building scenario cases to refine and evaluate forecasts and history matching.

  • Analyze and visualize modeling and optimization results by developing interactive web dashboards connected to Tachyus and customer databases, primarily utilizing the Plotly library.

  • Develop saltwater disposal models to understand pressure distribution and analyze possible geological hazards for drilling plans and optimize operations.

  • Collaborate closely with customers, research, and engineering teams to tailor solutions that maximize Net Present Value (NPV) and improve recovery factors.

View my CV
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