I am an accomplished Industrial Engineer with over 20 years of international experience in research, development, and project management, with a core specialization in digital transformation for the Oil and Gas sector. My career has been defined by a commitment to innovation, operational efficiency, and safety in complex industrial environments. My professional journey has taken me across Qatar, Singapore, Saudi Arabia, UAE, Oman, Argelia, and many other countries, where I have led and contributed to high-impact digital initiatives for industry leaders such as ExxonMobil, Saudi Aramco, Adnoc, or Qatar LNG. With deep expertise in the Industrial Internet of Things (IIoT), artificial intelligence (AI), and enterprise software development, I specialize in aligning sophisticated technical systems with strategic business objectives. Currently, I am pursuing a PhD in Industrial Technologies at UNED, focusing on the research topic: “Human Digital Twins for Enhanced Supervision in Oil and Gas Construction.” This work, under the broader theme of Industry 5.0, explores how human-centric digital twins can redefine safety and productivity by harmonizing technological innovation with human insight—an approach I see as essential for the future of industrial operations. My academic background includes a degree in Electronics Industrial Engineering from Carlos III University, complemented by a Master’s in Information and Communication Electronic Systems from UNED. This foundation supports