It was incredible working with Toby, who stood out as a team leader from our first meeting. Toby demonstrated remarkable initiative, sought clarity about the assignment, and showed high collaboration skills, which led to his immediate appointment as the AI team lead. Your Python code and clear documentation showcase your technical proficiency. Your openness to feedback and early demo check-ins highlight the value you bring to any team or organization. You were able to optimize the KOFA profile to serve our vision and we know that your contribution will help us reach our goal of mentoring millions of youth. The future deployment steps and clear documentation further demonstrate your foresight and leadership. Your contributions have been invaluable, showcasing your team leadership and passion for humanity. I look forward to potential future collaborations.