Dr. Chris Mattmann is a Chief Technology and Innovation Officer renowned for his expertise in artificial intelligence, machine learning, and data science. His extensive experience in these fields positions him as a leading voice in discussions surrounding the future of technology and its ethical implications. Chris's insights are particularly valuable for those interested in understanding how AI can be harnessed responsibly and effectively. Throughout his career, Chris has made significant contributions to various open-source projects, demonstrating his commitment to collaborative innovation. He has played a pivotal role in developing advanced information retrieval systems, which have practical applications across multiple sectors. His work not only showcases his technical proficiency but also highlights his ability to bridge the gap between complex technological concepts and legal frameworks. This unique perspective allows him to address the ethical considerations that arise with the increasing integration of AI into everyday life. Chris has faced numerous challenges in his journey, particularly in navigating the rapidly evolving landscape of technology and its societal impacts. His dedication to promoting ethical standards in AI development has earned him recognition within the industry. He is actively involved in discussions that shape the future of technology, advocating for responsible practices that prioritise human values. In addition to his professional achievements, Chris holds several qualifications that underpin his expertise in the field. His academic background and practical experience equip him with a comprehensive understanding of both the technical and ethical dimensions of AI. As a speaker, he engages audiences with thought-provoking insights, encouraging a dialogue on the potential benefits of AI while emphasising the importance of ethical considerations in its application.