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Nurlan ZeynalovNZ
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Nurlan Zeynalov

@nurlanzeynalov

Petroleum engineer turned data science & ML specialist for predictive forecasting.

Azerbaijan
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What I'm looking for

I’m looking for a role where I can combine petroleum/energy domain knowledge with data science and ML—building forecasting and predictive-maintenance models, then communicating results through dashboards and clear data storytelling.

I’m a Petroleum Engineer with a digital, data-driven focus—covering gas grid management, pressure monitoring, and demand forecasting alongside asset integrity work. At Azeriqaz/SOCAR, I performed field inspections and asset health monitoring for regional gas distribution networks, applying statistical analysis and machine learning to forecast customer demand.

Beyond operations, I build end-to-end ML and analytics solutions: an XGBoost pipeline for Predictive Maintenance & RUL Estimation (Remaining Useful Life), and a hybrid traffic forecasting approach combining XGBoost, Prophet, and SARIMAX for strong seasonal performance. I also use customer intelligence techniques (RFM + Apriori) to uncover segmentation and cross-sell patterns, turning data into actionable insights through clear storytelling and dashboards.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

AZ

Azeriqaz/SOCAR

Oil and Gas Engineer, Oil & Gas Engineering

2020 - 2025

Worked as an Oil and Gas Engineer at Azeriqaz/SOCAR in Baku from 2020 to 2025, conducting field inspections and asset health monitoring and using analytics to forecast gas demand.

Azerbaijan State Oil and Industry University logoAU

Azerbaijan State Oil and Industry University

Master of Science (MSc), Petroleum Engineering

2016 - 2018

Completed a Master of Science (MSc) in Petroleum Engineering at Azerbaijan State Oil and Industry University from 2016 to 2018.

Azerbaijan State Oil and Industry University logoAU

Azerbaijan State Oil and Industry University

Bachelor of Science (BSc), Petroleum Engineering

2012 - 2016

Completed a Bachelor of Science (BSc) in Petroleum Engineering at Azerbaijan State Oil and Industry University from 2012 to 2016.

Tech stack

Software and tools used professionally

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