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​Uma Maheshwari Raju is a Master of Science student in Artificial Intelligence with a Robotic Engineering pathway at the Berlin School of Business and Innovation (BSBI) and a member of the IEEE. She holds a Bachelor’s degree in Computer Engineering, which established her foundation in intelligent systems and computational design. In addition, she has earned a Higher Diploma in Ethical Hacking and Forensic Investigation from MDIS, Singapore, and a Postgraduate Diploma in Information Security from Royal Holloway, University of London, United Kingdom.

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She is also a Trained Information Assurance Professional from the Defence Institute of Advanced Technology (DIAT), under the Defence Research and Development Organisation (DRDO), India. Uma holds multiple global certifications, including Certified Ethical Hacker (CEH), Certified Incident Handler (ECIH), and Certified Computer Hacking Forensic Investigator (CHFI). She has also completed an Advanced Certification in Artificial Intelligence and Data Science from Indian Institute of Technology (IIT) Roorkee, India.

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Her current academic and research interests focus on human–machine symbiosis, autonomous vehicle intelligence, and AI-driven security frameworks. She explores how artificial intelligence and robotic systems can collaborate symbiotically with humans while maintaining ethical alignment, transparency, and cybersecurity resilience. Author's research bridges the domains of artificial intelligence, robotics, and cognitive systems to support the development of secure, adaptive, and human-centered AI architectures. Her long-term goal is to contribute to the design of intelligent and autonomous technologies that promote safety, ethical cooperation, and trust between humans and machines.