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