<p dir="ltr">Students from the Department of Computer and Informatics Engineering completed distinguished graduation projects, including a project prepared by the students: – Mohammad Bashar Kalla  and Hadi Ali Ayyash and  Noor Manalo AL Dnifat , and supervised by – Dr. Mohammed Hayyan ALSIBAI   , and it was titled “ Chatbot-based Smart CV Maker” In their study, the researchers aimed to revolutionize the process of CV creation by automating it through an interactive chatbot interface. The key objectives include: .1 Automation of CV Creation: Using a chatbot to collect user information through a natural conversation.</p> <p dir="ltr">2. Intelligent Data Collection: Ensuring comprehensive profiles by prompting users for specific details.</p> <p dir="ltr">3. Backend CV Generation: Automatically generating CVs based on user profiles, eliminating manual formatting.</p> <p dir="ltr">4. Skill Gap Analysis and Recommendations: Identifying missing skills based on the user’s target job profile and suggesting improvements.</p> <p dir="ltr">5. Real-time CV Updates: Updating CVs in real-time as users provide additional information.</p> <p dir="ltr">Final Result: The project successfully created a system where users can interact with a chatbot to generate a well-formatted CV. The chatbot collects necessary details, analyzes skill gaps, and updates the CV in real-time. The implementation included using Rasa for the chatbot, Python libraries for CV generation, and GPT-4All for optimizing the CV content. Additionally, a recommendation system was developed to suggest skills based on job classifications.</p>