Sobhan Mohammadi

Experience

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  K-Island Sale and Services

  Apr 2013 - Jan 2014

  Technical Inspector of Oil & Gas Equipment │NDT

  Level ll ASNT Certified (VT-MT&MPI-PT-UT-RTI)None Distractive Testing on Oil and Gas Industry & Drilling Tools and Equipment

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  China National Logging Corporation (CNLC - OTS)

  Mar 2014 - Jan 2015

  Well Logging Junior Field Engineer

  CBL, SBT, CAST ,GR, Resistivity, Neutron, Density, Sonic Logging (Halliburton Tool)

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  SeaLand Engineering and Well Services

  Jan 2015 - Feb 2022

  Managing a Team of Engineers and Operators with assigned Tools and EquipmentFull Set Logging, DCBIL, CBL and XMAC Expert, using ECLIPSE System (Baker Hughes)Wireline Formation Pressure Tester (SFT/SXDT)VSP (Vertical Seismic Profile)Extended Range Micro Imager (XRMI) Tool.Downhole Tractor Specialist (Wellsun Downhole Tractor)Casing evaluation, Multi Finger Caliper (MFC). + all the below skills Managing a Team of Engineers and Operators with assigned Tools and EquipmentFull Suite Logging: Resistivity (DLL-MSFL), Induction (AIT), Radioactive (CNT-LDT-NGS), BHC.TLC Specialist (Tough Logging Condition).Pipe and Wireline Conveyed Perforation (TCP&WCP).Production Logging Tool (PLT).Radial Bond Tool (RBT)PCE-PSP, Pipe Recovery Services + all the below skills Cement Evaluation Expert: Cement Bond Log (CBL)Segmented Bond Tool (SBT)Memory logging and Memory Programming (MLT). + all the below skills Gyro Survey Services, Directional Drilling Orientation (Kick-off, Sidetracking, Hole Surveying, Whipstock Setting).Correlation Logs (Wireline - Memory logging and Correlation via Coil Tubing).

  • General Well Logging Field Engineer │ EIC | Cell Leader | Field Service Manager

    Aug 2020 - Feb 2022

  • Senior Well Logging Field Engineer | Cell Leader

    Feb 2018 - Jul 2020

  • Well Logging Field Engineer

    Jan 2016 - Jan 2018

  • Well Logging Junior Field Engineer

    Jan 2015 - Dec 2015
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  Society of Petroleum Engineers (SPE) & Dayche

  Dec 2017 - Mar 2019

  Data Scientist & ML

  SPE: Research and Studying ML and Data Science for Oil and Gas industry.-----------------------------------------------------------------Dayche:Statistical Analysis and Probability with Python & SPSS.Data Mining Process and Problem Solving with Python & SPSS Modeler (CRISP-DM Method).Python Programming (Advanced).Programming, EDA, Data Preprocessing, Visualization, Modeling & Evaluation with Python.Database Knowledge (CRUD Operation). SQL, SQLite, MySQL, Oracle, PostgreSQL.Machine Learning (Advanced).Deep Learning (Advanced, using TensorFlow-Keras and PyTorch).Linux Driver (Debian – Ubuntu, CentOS - RedHat).Git, GitHub, GitLab & Docker.Big Data Ecosystem (Apache Hadoop, Spark).Machine Learning with PySpark, Spark MLlib.Spark-Streaming, SparkSQL, Hive and NoSQL Databases.----------------------------------------------------------------Data Science & ML, AI Specialization Courses:Time Series Analysis & Forecasting with Statistical & Modern Deep Learning Methods.Signal Processing with Python.Large Language Models (LLms), Retreival Augemnted Generation(RAG) Smart AI Agents & RAG Systems.Building and fine-tuning Generative Models.Generative AI Specialization. (AE, VAE, GAN, DCGAN, SGAN, CGAN, CCGAN)Hyperparameter Tuning, Optimization, Feature Selection in ML & DL (Classic & Modern).Optimization with Python (Heuristic, MetaH, Constrained, Unconstrained)Reinforcement Learning (RL) Specialization (ML-Deep)Git, GitHub & GitLab, Docker for Data Science.MLOps, Machine Learning Engineering & Operations for Production.MLFlow and DVC for full ML Workflow,Version Controlling, End to End Machine Learning.CI/CD for Machine Learning, Continuous Machine Learning (CML).ML Engineering and ML in ProductionMechanical Vibration and Dynamics with PythonMaintenance engineering, AI in Predictive Maintenance & Condition MonitoringUsing JIRA & Trello to Manage a Product based on Scrum Methodology. Show less

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  Freelancer

  Jun 2019 - Feb 2021

  Data Scientist (Oil, Gas, Petrochemical & Refineries)
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  Udacity

  Jun 2020 - Mar 2024

  AI Engineering Mentor

  Teaching AI and Data Science related topics to student from all over the world, Online.

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  Data Driven Drilling (ML-AI)

  Mar 2021 - Jun 2022

  Consultant Data Scientist & ML (Oil & Gas )

  Working as consultant Data Scientist, on Prediction and Optimization of Drilling Rate of Peneteration-----------------------------------------------------------------Data Driven Drilling is working on a Software, based on Hybrid AI.Using AI-Machine learning algorithms, a software to assist the drilling engineers and oil and gas wells owners. Due to access to huge data, experts and the product validation in the industry and live self-learning, the AI model will be stronger.It increases the drilling speed and its leads to reduces the cost of oil and gas wells drillings. Show less

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  DrillAI

  Mar 2022 - Mar 2024

  Data Scientist & AI/ML, MLOps (Oil & Gas )

  Developing and Deploying Data Science, AI/ML Driven Solutions in Oil and Gas.Real Time Drilling Data Preprocessing and Operation Detection from Mud Log, ROP Prediction & Optimization Modeling , Stuck Pipe Prediction.Reservoir Characterization, Pore Pressure Prediction and Decline Curve Analysis.Facilities Predictive Maintenance, Condition Monitoring, Fault Analysis, Pipeline Leakage.Geophysics and Seismic Data Processing, Well Log Interpretation and Lithology Prediction, Classification Projects.Techroleum uses Data-Driven and AI-Based software and combining different industries including oil and gas, artificial intelligence, data science, and software development in order to improve efficiency and make a huge cost reduction in the upstream industry.* DRILLING DATA PREPROCESSING & PREPARATION SOFTWARE:Collecting, structuring and cleaning drilling data. Prepares raw data for further processing.* DRILLING ROP PREDICTION AND OPTIMIZATION SOFTWARE:Predict ROP and find optimum drilling controllable conditions for faster drilling using intelligent methods based on offset wells data.* DRILL STRING STUCK PREDICTION AND PREVENTION MODULE:Predict and Prevent Pipe Stuck while optimizing ROP. * REAL TIME ROCK TYPE DETECTION CLASSIFICATION MODULE:Rock type detection helping optimizing ROP and Hazard detection.* LOG INTERPRETATION AUTOMATION SOFTWARE (RESERVOIR, CEMENT BOND & PRODUCTION LOGS):Working on a model to automate real time interpretation of well logs which is a revolution in this area that I have special expertise in.* PORE PRESSURE PREDICTION SOFTWARE:Pore pressure prediction by deploying artificial intelligence to design better drilling plan and avoid operational problems.* PREDICTIVE MAINTENANCE and FAULT DETECTION:Working on Predictive Maintenance and Fault Detection Modeling#oilgasdigitalizationhile drilling.#oilgasartificialintelligence Show less

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  ESBAAR

  Mar 2024 - now

  Senior AI Engineer (Oil & Gas)

  We help Oil and Gas Companies benefit AI-powered Solutions to enhance their Operations.