Kwan is the Principal Data Scientist on the Rapid7 Labs Research and Advocacy team. He routinely monitors and analyzes large-scale honeypot and Internet-scan data using statistical and machine learning methods. Recently, Kwan helped Rapid7 launch Project Doppler, a platform tool that enables customers to assess their public internet exposure. Kwan is a former Certified Public Accountant and holds degrees in International Security and Economics from the Fletcher School of Law and Diplomacy and Brown University.