Gunel Rzayeva
Mazahir Rustamov, Baku
Summary
Analytically minded Chemical Engineer with expertise in process engineering, mathematical modeling and machine learning. Passionate about leveraging my diverse background to drive innovation, optimize processes, and inspire the next generation.
Overview
11
11
years of professional experience
1
1
Certification
Work History
Researcher
E&ILink Research & Development Company
01.2021 - Current
- Apply simulation models and machine learning to address challenges in the petroleum industry.
- Develop predictive models for water salinity estimation in formation water.
- Implement machine learning algorithms for sand production prediction in oil wells.
- Utilize Monte Carlo simulation for critical drawdown estimation in petroleum reservoirs.
- Collaborate with petroleum engineering teams to understand and solve industry-specific problems.
- Communicate research findings and recommendations to stakeholders in the petroleum sector.
- Manage research projects focused on improving efficiency and sustainability in the petroleum industry.
Senior lecturer and scientific researcher (part-time lecturer)
Baku Engineering University
09.2017 - Current
- Conduct teaching activities in core chemical engineering courses such as Chemical Reaction Engineering, Separation Processes, and Safety courses.
- Deliver lectures, lead discussions, and facilitate hands-on learning experiences for students.
- Integrate Hazard and Operability (HAZOP) analysis, Layers of Protection Analysis (LOPA), and probability theory into safety courses.
- Teach Chemical Reactor Design, covering topics such as reactor types, kinetics, and optimization techniques.
- Instruct Separation Processes course, including principles of distillation, absorption, extraction, and membrane separation.
- Design course materials, assignments, and assessments to assess student understanding and application of concepts.
- Mentor students in research projects related to chemical engineering principles, reactor design, and separation processes.
Chemical engineer
Azerikimya Production Union
01.2018 - 01.2021
- Ensure proper flow rates and dosing levels in laboratory experiments to achieve accurate results.
- Maintain safety protocols and procedures during all lab activities, including handling and disposal of chemicals.
- Calculate and optimize recycle rates to enhance process efficiency and reduce waste.
- Perform sludge wasting calculations to manage by-products and maintain system integrity.
- Monitor and control operating conditions to ensure consistency and reliability of experimental outcomes.
- Conduct regular equipment inspections and maintenance to uphold safety and operational standards.
Professional translator (BP project)
BP
01.2019 - 01.2020
- We have translated Fogler's "Elements of Chemical Reaction Engineering" book to Azerbaijani language.
Chemist (Gas Chromatography Specialist)
Laboratory of Azerikimya Production Union
01.2017 - 01.2018
- Conduct experiments using Gas Chromatography (GC) to analyze samples and collect data.
- Perform routine preparation and analysis of samples according to established protocols and procedures.
- Calibrate and maintain GC instruments to uphold performance and accuracy standards.
- Troubleshoot instrument issues and perform routine maintenance to minimize downtime.
- Analyze GC data using appropriate software tools to identify compounds and quantify concentrations.
- Interpret and report experimental findings, including summarizing results and drawing conclusions.
- Document procedures, observations, and results accurately for record-keeping and analysis.
Chemist
Laboratory of Haydar Aliyev Oil Refinery
06.2015 - 08.2015
- Performed technical laboratory functions in compliance with regulatory agencies and safety requirements.
Chemical engineer (intern working)
Petkim Petrokimya Holding A. S.
07.2013 - 08.2013
- Instrument Calibration and Operation: Learn to operate and calibrate laboratory instruments under supervision.
- Technical Documentation: Assist in documenting experimental procedures, observations, and results in lab notebooks and electronic databases.
- Safety Compliance: Adhere to safety protocols and guidelines, including wearing appropriate personal protective equipment and handling hazardous materials safely.
Education
Master of Science - Oil An Gas Engineering
University of Aberdeen
Aberdeen, United Kingdom08.2016
Bachelor of Science - Chemical Engineering
Qafqaz University
Baku, Azerbaijan01.2015
Skills
- Proficient problem-solving skills complemented by excellent mathematical and technical knowledge
- Sharp analytical thinking skills coupled with effective time management abilities
- Advanced proficiency in Microsoft Office programs (Word, Excel, PowerPoint, etc)
- Skilled in MATLAB, Polymath, and Python programming languages
- Experienced in PipeSim and ECLIPSE reservoir simulator for design tasks
- Precise understanding and application of various machine learning algorithms
- Proficient in Monte Carlo simulation method for probabilistic analysis
- Strong teamwork ability, fostering collaboration and synergy within diverse groups
- Excellent presentation skills, capable of conveying complex ideas clearly and persuasively
- Research grants
Certification
Determining the variation of pore water salinity: a case study from a field in the South Caspian Basin
Real-Time Detection of Sand Production Event by Application of Machine Learning Techniques
Accomplishments
Winner of Mathematics Olympiad among national university students
Participant of International Math Olympiad in Bulgaria
Additional Emails
gabdullayeva1@beu.edu.az
Honors And Awards
- Honored Diploma by Caspian University
- Honored Diploma by Ministry of Education of Republic of Azerbaijan
- Honored Bachelor degree by Qafqaz University
- Winner of New Ideas Competition
Projects
- Application of Artificial Intelligence in Cehmical Engineering
- Monte Carlo Simulation method and its advantages in process optimization
- Prediction of Sand Production in ACG
- Determination of Water salinity in Shahdeniz
- Data Analytics and its application in Chemical Engineering
Timeline
Researcher
E&ILink Research & Development Company
01.2021 - Current
Professional translator (BP project)
BP
01.2019 - 01.2020
Chemical engineer
Azerikimya Production Union
01.2018 - 01.2021
Senior lecturer and scientific researcher (part-time lecturer)
Baku Engineering University
09.2017 - Current
Chemist (Gas Chromatography Specialist)
Laboratory of Azerikimya Production Union
01.2017 - 01.2018
Chemist
Laboratory of Haydar Aliyev Oil Refinery
06.2015 - 08.2015
Chemical engineer (intern working)
Petkim Petrokimya Holding A. S.
07.2013 - 08.2013
Master of Science - Oil An Gas Engineering
University of Aberdeen
Bachelor of Science - Chemical Engineering
Qafqaz University
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