プロフィール詳細

プロジェクトを作成

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Ali R.に依頼

United States

Machine Learning and Artificial Inteligenec

プロフィール概要

I’m a data science expert and PhD with 12+ years of experience helping technical teams turn raw data into results. Whether it's building a computer vision system, creating a custom data dashboard, or optimizing your models with AI, I bring academic rigor and production-ready execution. I specialize in Python, MATLAB, and R and have delivered successful projects in energy, engineering, and analytics. I offer: AI/ML model development (CV, NLP, RL, etc.) Interactive data apps (Plotly Dash) Automation and statistical analysis for engineering and business data Let’s connect if you want elegant, explainable, and fast data science solutions.

専門分野

• ☆ Petroleum Engineering
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Computer Simulation/Computational Modeling
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Natural Language Processing
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Earth & Atmospheric Science
• ☆ Geology
• ☆ LaTex
• ☆ R
• ☆ Gap Analysis

サービス

• Data & AI

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Senior Data Scientist

SLB

5月 2021 - 5月 2024

学歴

MS in Data Science

University of Texas

8月 2021 - 5月 2025

PhD (Petroleum Engineering)

University of Houston

9月 2016 - 8月 2018

認定資格

• Bronze Badge: Data Processing & Machine Learning

  University of Houston

  https://badgr.com/public/assertions/lJaB3eo8QXC-yzFs-5QScw?identity__email=arezaei2@uh.edu

  11月 2020 - 現在

出版物

JOURNAL ARTICLE

Ali Rezaei, Mohamed Adel Gabry, Ibrahim Eltaleb, Amr Ramadan, Mohamed Y. Soliman (2024). Hydraulic Fracture Closure Detection Techniques: A Comprehensive Review . Energies.

Ali Rezaei, Fred Aminzadeh (2022). A Data-Driven Reduced-Order Model for Estimating the Stimulated Reservoir Volume (SRV) . Energies.

(2020). A global sensitivity analysis and reduced-order models for hydraulically fractured horizontal wells . Computational Geosciences.

Rezaei, A., Nakshatrala, K.B., Siddiqui, F., Dindoruk, B., Soliman, M.(2020). A global sensitivity analysis and reduced-order models for hydraulically fractured horizontal wells . Computational Geosciences.

(2019). Applications of the fast multipole fully coupled poroelastic displacement discontinuity method to hydraulic fracturing problems . Journal of Computational Physics.

Rezaei, A., Dindoruk, B., Soliman, M.Y.(2019). On parameters affecting the propagation of hydraulic fractures from infill wells . Journal of Petroleum Science and Engineering. 182.

Rezaei, A., Siddiqui, F., Bornia, G., Soliman, M.(2019). Applications of the fast multipole fully coupled poroelastic displacement discontinuity method to hydraulic fracturing problems . Journal of Computational Physics. 399.

Rezaei, A., Bornia, G., Rafiee, M., Soliman, M., Morse, S.(2018). Analysis of refracturing in horizontal wells: Insights from the poroelastic displacement discontinuity method . International Journal for Numerical and Analytical Methods in Geomechanics.

CONFERENCE PAPER

Rezaei, A., Siddiqui, F., Callen, N., Gordon, P., Soliman, M.(2020). Pulsed power plasma to enhance near wellbore permeability and improve well performance . Society of Petroleum Engineers - SPE Hydraulic Fracturing Technology Conference and Exhibition 2020, HFTC 2020.

Siddiqui, F., Rezaei, A., Dindoruk, B., Soliman, M.Y.(2019). Eagle ford fluid type variation and completion optimization: A case for data analytics . SPE/AAPG/SEG Unconventional Resources Technology Conference 2019, URTC 2019.

Unal, E., Rezaei, A., Siddiqui, F., Likrama, F., Soliman, M., Dindoruk, B.(2019). Improved understanding of dynamic fracture behavior in unconventional horizontal wells using wavelet transformation . Proceedings - SPE Annual Technical Conference and Exhibition. 2019-September.

Unal, E., Siddiqui, F., Rezaei, A., Eltaleb, I., Kabir, S., Soliman, M.Y., Dindoruk, B.(2019). Use of wavelet transform and signal processing techniques for inferring interwell connectivity in waterflooding operations . Proceedings - SPE Annual Technical Conference and Exhibition. 2019-September.

Rezaei, A. and Siddiqui, F. and Bornia, G. and Soliman, M.Y. and Rafiee, M. and Morse, S.(2017). A Novel Approach to Efficiently Solve Displacement Discontinuity Problems in Poroelastic Media. 51th US Rock Mechanics/Geomechanics Symposium.

Rezaei, A., Rafiee, M., Bornia, G., Soliman, M., Morse, S.(2017). Protection refrac: Analysis of pore pressure and stress change due to refracturing of legacy wells . SPE/AAPG/SEG Unconventional Resources Technology Conference 2017.

Rezaei, A., Rafiee, M., Siddiqui, F., Soliman, M., Bornia, G.(2017). The role of pore pressure depletion in propagation of new hydraulic fractures during refracturing of horizontal wells . Proceedings - SPE Annual Technical Conference and Exhibition.

Rezaei, A., Rafiee, M., Siddiqui, F., Soliman, M., Bornia, G.(2017). The role of pore pressure depletion in propagation of new hydraulic fractures during refracturing of horizontal wells . Proceedings - SPE Annual Technical Conference and Exhibition.

Rezaei, A., Rafiee, M., Soliman, M., Morse, S.(2015). Investigation of sequential and simultaneous well completion in horizontal wells using a non-planar, fully coupled hydraulic fracture simulator . 49th US Rock Mechanics / Geomechanics Symposium 2015. 3. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1911-1923.

Bazargan, M., Soliman, M., Habibpour, M., Rezaei, A.(2014). Plasma torch perforation to route hydraulic fracturing operation in unconventional reservoirs . 48th US Rock Mechanics / Geomechanics Symposium 2014. 3. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2083-2091.

PREPRINT

(2018). Application of the Fast Multipole Fully Coupled Poroelastic Displacement Discontinuity Method to Hydraulic Fracturing Problems .

(2018). A global sensitivity analysis and reduced order models for hydraulically-fractured horizontal wells.

BOOK

Soliman, Mohamed Y and Dusterhoft, Ron(2016). Fracturing Horizontal Wells. McGraw Hill Professional

WORKING PAPER

Hydraulic Fracture Closure Detection Techniques: A Comprehensive Review .