A comprehensive seminar for university faculty members was held at METU University within the framework of the Gemini Academy program. The main objective of the seminar was to introduce educators to modern digital technologies, including artificial intelligence tools, and to demonstrate effective ways of integrating them into the educational process. Gemini Academy is an educational initiative designed for teachers and professionals in the field of education. It focuses on developing skills in applying modern artificial intelligence tools (including text generation, data analysis, and automation systems) in teaching and research activities. Today, such platforms play a significant role in the education system, enabling: improvement of teaching quality rapid preparation of learning materials interactive engagement with students efficient organization of research activities During the seminar, participants explored the capabilities of artificial intelligence in education and reviewed practical examples of its application in the learning process. Faculty members of METU University actively participated in the seminar, shared their experiences, and proposed new ideas. The discussion session was particularly engaging and insightful, allowing participants to exchange knowledge and discuss modern teaching methods. The questions, suggestions, and active involvement of participants demonstrated the high quality of the event. The attendees showed strong interest in the future potential of artificial intelligence tools. The seminar held within the Gemini Academy framework provided a significant boost to the professional development of METU faculty members. Such initiatives contribute to the advancement of modern educational practices, the enhancement of teachers’ digital competencies, and the wider adoption of innovative technologies in education.