Olga Brusova
Senior Data Scientist at TGS
- Role
- Senior Data Scientist at TGS
- Location
- Houston, TX, US
- LinkedIn followers
- 500 followers
About Olga Brusova
I am a mid-career geophysicist specializing in seismic petrophysics, rock properties, and seismic analysis. I have built a solid geophysical foundation by successfully completing numerous technical service work projects all around the world in a variety of geological settings including very shallow overburden, conventional sandstone, and carbonate reservoirs, and unconventionals. My core skillset includes AVO modeling and seismic analysis, reservoir characterization, post-migration reprocessing, reservoir modeling, 4d modeling, and application of geomechanical principles. I’m very experienced interpreting, analyzing and evaluating petrophysical and geophysical data sets as wells as integrating laboratory, well log, and seismic data. I use my skills to solve a variety of business problems in applied R&D space, develop technology prototypes and implement E&P workflows. I work effectively within a one‐team framework but also operate as a stand‐alone expert. I have established a record of delivering high-quality projects within tight budgets and time constraints. I am highly motivated and enthusiastic with a strong inclination to integrate and work within multidisciplinary teams. I am willing to take on new challenging projects and develop new skills outside my area of expertise. Over the last years, I\'ve developed proficiency in machine learning (ML) and deep learning (DL) through hands-on application of next-generation tools and techniques. In my previous role, I was leading the development and implementation of innovative approaches to reservoir characterization using data science methods and technics including supervised and unsupervised machine learning, computer vision, time series analysis, deep learning, neural networks, decision trees, feature selection, etc.Competencies: QI geophysics, rock properties, data science, machine learning, Python
Experience
Senior Data Scientist
Mar 2020 — Present
Education
University of Utah
MS, Geophysics
2007 — 2011
Georgia Institute of Technology
Master's degree, Computer Science
2020 — 2023
University of Utah
PhD, Physics
2004 — 2010
Skills
- Seismic Attribute Analysis
- Inversion
- Techlog
- Geology
- Petrophysics
- Seismic Attributes
- Geophysics
- Geophysical Data Processing
- Seismic Rock Properties
- Log Analysis
- Avo
- Modeling
- Formation Evaluation
- 3d Seismic Interpretation
- Earth Science
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