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Embark on an exploratory journey through Machine Learning in Digital Manufacturing, where advanced manufacturing meets cutting-edge computational intelligence. This course explores the role of ML in process monitoring and optimization across various domains, including Additive Manufacturing (AM), laser-assisted manufacturing processes, and surface engineering.
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Younger me 
Journey with Rolls-Royce and NTU 
Novice Researcher 
Journey with Swiss federal laboratories 
Senior researcher at UAE 
University Lecturer at Turku 
Published in , 2025
Published in , 2025
Published in , 2026
🔍Unlock the future of factories by weaving real-time sensor data, AI-driven digital twins, and federated learning into a unified framework that maximizes efficiency, traceability, and sustainability.
🔍Prognostics and Pattern Recognition in Ageing Tribological Contacts: A Triboinformatics Approach
🔍 Studying material transformations caused by surface contacts: Mechanisms, Challenges, and Research Frontiers.
🔍 Examining the complexity of laser-material interactions for process monitoring and control in Additive Manufacturing processes.
Åbo Akademi, Åbo Akademi, 2025
Course in collaboration with Åbo Akademi (ÅAU NM00CW34) and UTU (KTEK0072)
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</p>University of Turku, Department of Mechanical and Materials Engineering, 2025
Embark on an exploratory journey through Machine Learning in Digital Manufacturing, where advanced manufacturing meets cutting-edge computational intelligence. This course explores the role of ML in process monitoring and optimization across various domains, including Additive Manufacturing (AM), laser-assisted manufacturing processes, and surface engineering.
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</p>University of Turku, Department of Mechanical and Materials Engineering, 2025
This course introduces the fundamentals and applications of abrasive-based processes in surface engineering. The grinding module covers wheel design (abrasives, grit, grade, structure), chip formation mechanics, grinding ratio, thermal effects, and wheel maintenance (dressing/truing). The surface engineering module focuses on compliant finishing tools, Preston’s Law, lapping, and abrasive flow machining, highlighting their role in precision finishing for aerospace, biomedical, and semiconductor components.
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</p>University of Turku, Department of Mechanical and Materials Engineering, 2025
This course introduces the fundamentals and applications of NDT in Welding. This course provides a comprehensive overview of welding processes, metallurgy, and non-destructive testing (NDT) for welded structures. My lecture modules focused on fundamental and advanced NDT methods, including Visual Testing, Liquid Penetrant Testing, Magnetic Particle Inspection, Eddy Current Testing, and Ultrasonic Testing, emphasizing their application in ensuring weld quality and structural integrity.
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