The teacher summarizes their experiences over the past year in the mathematics department. They discuss incorporating group work into a computer science lab, developing take-home exams to show applications of calculus, and their goal of a cluster programming final project for AP computer science students that was hindered by technology department changes. The teacher also details their role advising math and chess clubs, attending professional development, and involvement in beta testing Linux distributions.