I am targeting Machine Learning and Reinforcement Learning roles focused on engineering and oil and gas applications. I remain open to other professional opportunities that utilize Reinforcement Learning.
Ali Al Yasiri
@alialyasiri
PhD Researcher in Reinforcement Learning and Process Control.
What I'm looking for
I am currently conducting Ph.D. research in Automation, Robotics, and Industrial Computer Science, with a specialized focus on the applications of Reinforcement Learning (RL) and process control. My primary research objective is the development of RL-based recommendation systems for the optimization of production facilities, bridging the gap between advanced algorithmic theory and practical industrial application. I am actively seeking roles that leverage ML and RL to solve complex engineering challenges, particularly within the Oil & Gas and energy sectors.
This academic specialization is built upon a foundation of eight-plus years of international experience as an Instrumentation and Control (I&C) Engineer across the UAE, Iraq, and Oman. My professional track record, notably at Shell, involves deep expertise in PACO engineering, including DCS (DeltaV), ICSS, SIS, and control system design. I offer a unique "triple-threat" skill set: high-level RL research, hands-on industrial automation (metering and custody transfer), and low-level embedded systems development.
Artificial Intelligence & Research
Reinforcement Learning (RL): Algorithm development for process control and facility optimization.
Control Theory: Advanced process control, robotics, and industrial computer science.
Industrial Automation & Engineering
Control Systems: DCS (DeltaV), ICSS, SIS, and PACO engineering.
Instrumentation: Metering systems, custody transfer, and process automation.
Software Tools: UniSim, SPI/INTOOLS, PI Process Book, and HMI development.
Standards & Compliance: IEC 61511 (Functional Safety) and ISA 18.2 (Alarm Management).
Embedded Systems & Programming
Languages: Advanced C and C++ for embedded contexts.
Hardware: MCU architectures (Atmega2560), PCB design, and electronic circuit design.
Protocols: I2C, SPI, and RF Communication for networked control systems.
Experience
Work history, roles, and key accomplishments
Metering Engineer
Shell (Petroleum Development Oman)
Sep 2018 - Apr 2020 (1 year 7 months)
Provided technical and project support for metering systems on Rabab-Harweel and other fields, leading field surveys, audits, and pre-startup water draw/first proving activities while improving measurement data quality and resolving production mismeasurement issues.
Instrument & Control Engineer
Shell Iraq Petroleum Development
Jul 2015 - Sep 2018 (3 years 2 months)
Led instrument and control sizing/selection and DeltaV control strategy design for Majnoon projects, managed IPF/SIF and SIL verification, and supported control domain IT security and commissioning activities to ensure standards compliance.
Capital Projects IT Business Analyst
Shell International Exploration & Production
Mar 2014 - Jul 2015 (1 year 4 months)
Acted as IT focal point for FCP Gas and other capital projects, gathering requirements, preparing project initiation notes, and delivering IT handover plans to align project delivery with Shell IT strategy.
Education
Degrees, certifications, and relevant coursework
Universitat Politècnica de València
Doctor of Philosophy, Automation, Robotics, and Industrial Computer Science
2025 -
Ph.D. research in process control and machine learning within Automation, Robotics, and Industrial Computer Science.
Al-Nahrain University
Master of Science, Computer Engineering
Grade: 81.39%
Completed Master of Science in Computer Engineering with a GPA of 81.39%.
Al-Nahrain University
Bachelor of Science, Computer Engineering
Grade: 75.96%
Completed Bachelor of Science in Computer Engineering with a GPA of 75.96%.
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Location
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