About Aymen
I am a seasoned veteran in Everything Data from Machine learning project to OT/IT convergence. With a master’s
degree in computer science and machine learning, expert in
solving problems to bridge the science of data, the creative and
business management. Having successfully collaborated with top
tier companies helping them deliver solutions, enhance customer
satisfaction, make better decisions and improve
products/services’ relevance through predictive analytics, I like to
deliver my project with passion and quantifiable results.
English
Native or bilingual
French
Native or bilingual
German
Conversational
Remote only
Primarily works remotely
Experience
- North Oil CompanyApplication Engineer II to Product Innovation EngineerENERGY AND UTILITIESJanuary 2022 - Today (4 years and 5 months)Doha, Qatar• Lead data analytics applications across all operations and ensure data reliability and performance improvement.• Build data flows between ABB, Siemens and Yokogawa to PI Collectors.• Ensure constant alignment between SCADA and PI.• Manage and build products for analytics and workflow enhancements:◦ Rotating equipment efficiency and GHG monitoring (PBI, PI AF and PI Vision.◦ Damage code categorization (Azure ML).◦ PSV Monitoring.◦ LOLC Status (Power App).◦ And many more.• Develop screens in PI Vision to replicate PFDs and PIDs.• Collaborate regularly with the Process Improvement team and Operation to build analytics and use cases to optimize production.• Work closely with operations to identify opportunities and build business cases for new products (Seeq, Cognite etc.)• Develop tools for Control Room Operators for monitoring, upset prediction and upset recovery covering topics such as:◦ Notifications for drifting between safety and control (Inlet & Test Sep, Knock Out Drum etc.).◦ Control Loop Monitoring Report (mode, regulation KPI).◦ Instrument Reliability reports.• Handle EC PDMS (role management, developments, data flows from/to PI, to Cloud etc.)• Ensure data flow between operational applications and cloud data platforms.
- Sia PartnersConsultant Data Scientist to Supervising Senior Consultant Data ScientistDIGITAL AND ITJanuary 2019 - January 2022 (3 years)Dubai City, United Arab EmiratesNorth Oil Company – Qatar• Manage migration project from IP21 Aspen to Osisoft PI, Build BI Tools and Control RoomOperators Monitoring Tools (Upset Recovery and Prediction).As Jury, One Million Arab Coders, Dubai Future Foundation• Co-develop the evaluation criteria for web application and AI prototypes and evaluate the 257submitted prototypes.Emarat – United Arab Emirates• Support in the web development future Loyalty Platform (Design, Requirments etc.).Federal Authority of Human Resources – United Arab Emirates• Provided Capability Building Trainings on AI.Higher College of Technology – United Arab Emirates• Provided Advisory and knowledge on AI start upAbu Dhabi Department of Culture and Tourism• Support to the Digital Transformation & TAMM teams on re-designing the services forintegration on TAMM Platform. (UI/UX, Wireframes etc.)• Manage and facilitate activities of SIT and UAT and ensure the systems’ functionalities arefully tested within project timescales.Socomec – Paris, France• Perform ETL on 100+ sensor data and build POC to forecast energy consumption and load.Others – United Arab Emirates• Build sentiment analytics tools for confidential (R shiny).• Build BI tools for different companies on customer satisfaction, bank reviews etc.
- Liberty Steel GroupBusiness Process AnalystJanuary 2018 - January 2019 (1 year)Belgium• Conduct IS migration projects to cloud.• Build requirement for steel inventory app and manage product development (Python)
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Education
- M.Sc.M.Sc.
- Specialization, Centrale Supélec
Certifications
- AZ-Microsoft Certified: Azure FundamentalsMicrosoft2026
- Advanced Product ManagementLEORON Institute2025