Sobhan Mohammadi

Sobhan Mohammadi

Data Scientist & ML
Iran
Kurdish, English

About Me

Oil and Gas Domain Data Scientist with over 10 years of experience in Oil, Gas and Energy, Drilling Services, Well Logging Engineering and Refining industry with background of Mechanical Engineering. Knowledgeable in Dat…

Experience

Data Scientist & ML in Oil, Gas & Energy

Techroleum Company l UAE (remote)
Feb 2022 - Present · 4 years 5 months

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 (Decreasing Drilling Operation Time).
Drilling Hazards, Stuck Pipe & Vibration Prediction & Prevention.
Pore Pressure Prediction and Rock Type Detection.
Developing Well Log Interpretation and Lithology Classification Application.

Oil and Gas Data Scientist

Techroleum
Feb 2022 - Present · 4 years 5 months

Oil and Gas Domain Data Scientist with over 10 years of experience in Oil, Gas and Energy, DrillingServices, Well Logging Engineering and Refining industry with background of Mechanical Engineering.
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nowledgeable in Data Science, ML/AI, eager to Design models, Manage and Executing Data-drivensolutions for Oil, Gas and Energy Operational Projects and Business problems.
Skilled at giving persuasive presentations to promote AI and data-driven solutions in the Oil, Gas and Energy industry with building strong client relationships and understanding of their requirements.

Data Scientist & ML in Oil & Gas | Consultant

DrillAI Company (Data Driven Drilling) l UAE (remote)
Mar 2023 - Apr 2023 · 1 month

Working on Oil and Gas Projects as Consultant Data Scientist.

General Well Logging Field Engineer | EIC | Cell Leader

SeaLand Engineering and Well Services l Iran
Jul 2020 - Feb 2022 · 1 year 7 months

Technical Expert in Client Meetings.
Presenting Project Progress and Technicalities with Marketing & Sales Team.
Managing a Team of Engineers with assigned Tools and Equipment.
Open Hole Formation Full Set Logging.
DCBIL, CBL and XMAC.
ECLIPSE (Baker Hughes).
Wireline Reservoir Formation Pressure Tester (SFT/SXDT).
Formation Imaging Tool (XRMI).
VSP (Vertical Seismic Profile).
Downhole Tractor Specialist.

Senior Well Logging Field Engineer | Cell Leader

SeaLand Engineering and Well Services l Iran
Jan 2018 - Jul 2020 · 2 years 6 months

Managing a Team of Engineers and Operators with assigned Tools and Equipment.
TLC Specialist (Tough Logging Condition).
Cement Logging.
Radial Bond Tool (RBT).
Pipe, Coil Tubing and Wireline Conveyed Well Perforation (TCP,CTP&WCP).
Oil and Gas Well Production Logging Tool (PLT).
PCE-PSP Well Completion.

Well Logging Field Engineer

SeaLand Engineering and Well Services l Iran
Jan 2015 - Jan 2018 · 3 years

Gyro Directional Drilling Survey.
Well Trajectory Services.
Correlation Well Logs (Wireline - Memory logging and Correlation via Coil Tubing).
Well Completion.
Cement Evaluation Expert: Cement Bond Log (CBL), Segmented (SBT).
Stuck Drill Pipe Recovery.
Free Point Indicator & Back-off.
Colliding.
Memory Logging and Memory Programming of Oil and Gas Well Production Tool (MLT).

Junior Well Logging Field Engineer

Overseas Technical Services Kish (CNLC) │ Iran
Mar 2014 - Jan 2015 · 10 months

CBL, SBT, CAST, GR, Resistivity, Neutron, Density, Sonic Logging (Halliburton Tool).
Open Hole & Cased Hole.

Oil & Gas Tools & Equipment Technical Inspector │NDT

Kish Island Sales and Services Company │ Iran
Apr 2013 - Jan 2014 · 9 months

Level-ll ASNT Certified (Non-Destructive Testing, NDT).
VT-MPI-PT-UT-RTI Inspecting Oil & Gas, Petrochemical and Refinery Tools, Equipment.

Skills

Data Evaluation SQL Database Artificial Intelligence Data Science Statistical Analysis Statistics and Probability Mathematics Linear Algebra Data Structure in Python Data Mining Python Programming Data Preprocessing Modeling Data Visualization Machine Learning Optimization Algorithms Feature Engineering Feature Selection Feature Extraction CRUD SQL SQLite MySQL Deep Learning Keras PyTorch Explainable AI SHAP LIME OpenCV Image Processing Computer Vision Natural Language Processing LLMs Time Series Analysis Forecasting Signal Processing Apache Hadoop Spark Kafka SparkSQL Apache Hive PySpark MLlib AWS Data Analytics MLOps CI/CD Git GitHub GitLab Docker Linux Debian
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