Moein Elahi Email & Phone Number

San Francisco Bay Area

• Deliver science-based AI solutions for diverse applications, including simulating hydrocarbon behavior in unconventional reservoirs, optimizing chemical formulations, and generating new molecules.
• Leverage cutting-edge deep learning architectures like graph neural networks (GNN), self supervised learning, heterogeneous transfer learning, and transformers to maximize model performance and explainability.
• Design and implement machine learning pipelines and build applications, incorporating visualization tools for enhanced data interpretation.

Vancouver, British Columbia, Canada

• Develop machine learning and statistical approaches to provide predictive capabilities for time-series analysis using water system data
• Employ methodologies such as Reinforcement Learning, Model Predictive Control (MPC), Autoregressive models, and Markov Switching Regression to build optimization solutions
• Build analytical solutions by manipulating large datasets to provide actionable insights
• Develop and implement effective anomaly detection applications capable of identifying various types of anomalies
• Build and deploy machine learning workflows and data pipelines at scale

Calgary, Alberta, Canada

• Implement multivariate time-series predictive models using Linear Regression, Random Forest, XGBoost, CNN, RNN, and LSTM
• Develop deep reinforcement learning algorithms for economic optimization decision making using Q-learning and actor-critic policy gradient methods
• Perform exploratory data analysis and data cleaning, and apply clustering algorithms

Calgary, Canada Area

• Developed a data-driven kinetic regression model and apply optimization tools for heavy oil upgrading reactions
• Analyzed results of thermal and catalytic multiphase processes modeled by VMGSim, HYSYS, and ANSYS Fluent software

Calgary, Alberta, Canada

• Investigated geo-statistical subsurface modeling with available characterization data
• Analyzed data-driven models for predicting oil sand properties

Calgary, Canada Area

• Performed process simulation and thermal multiphase analysis of a pilot project to upgrade heavy oil using VMGSim and ANSYS Fluent

Calgary, Canada Area

• Analyzed the simulation results of the flow model of UCG process by CMG STARS
• Coupled the fluid flow data with GEOSIM FEM3D to run for geomechanical stress analysis

Calgary, Canada Area

• Developed a statistical model to measure steam quality at the wellhead using flowmeter and well test data
• Performed data cleaning and exploratory data analysis of geological, geochemical, and well test data of SAGD projects

Tehran, Iran

Tehran, Iran

Doctor Of Philosophy - Phd, Chemical Engineering

Master Of Science - Ms, Petroleum Engineering

Bachelor Of Science - Bs, Chemical Engineering