Introduce briefly the case-study and give motivations, tell us what is the objective and what have you achieved.
Explain and motivate the methodology you employed. If you changed strategy during the competition, motivate your choices.
Summarize and illustrate the performances you achieved during the competition.
Explain the potential reasons for your success or lack of success and give recommendation for future forecasting. Have you experienced difficulties, explain it here.