Reservoir Engineering
Economic Decision-Making: Project and single well economics
Resource estimates: Volumetrics and Decline Curve Analysis
Risk assessment: Probabilistic/Uncertainty Analysis
Downspacing / Infill analysis
- Field Development, resource planning
Acquisitions and Divestitures
Technical reviews of potential investment opportunities
Competitor Intelligence analyses using advanced data gathering and analysis tools
Estimates of fair market value
Cost structure analysis for capital and lease operating expenditures
Future net revenue projections on a risked and unrisked basis
Multiple scenarios and price sensitivities
Data Science and Analytics
Exploratory Data Analysis and Feature Engineering
Algorithm Development and Implementation:
Clustering, Classification, Random Forest, Logistic Regression, Decision Trees, Support Vector Machines- Deep Learning:
Neural Networks, Natural Language Processing (NLP)
Convolutional Neural Networks - Hyper-parameters Tuning for Machine Learning Models
- Dimensionality Reduction and Data Preprocessing
