Agile Software Development (ASD) involves more in discussion and communication between team members compared to documentation; it is difficult for team members to share knowledge among them. In this matter, Knowledge Management (KM) plays critical role in managing and capturing the knowledge especially experience-based knowledge. This paper is to create ontology to represent the knowledge that has been stored in knowledge repository after capturing the experience knowledge from the development team in ASD.