Dr. Susan Brink

Churn & Pay prediction project -Designing and developing machine learning models to predict user behavior -Creating architecture to apply the models in real time using AWS -Working closely with game managers to adapt game experience to predicted behavior Treatment recommendation project -Developing multi armed bandit model to provide low risk evaluation of game options -Developing contextual multi armed bandit model to provide personal user journey

-Analyzing the success of marketing efforts in terms of the quantity and quality of new members -Conducting in depth reviews of projects to determine success and areas for improvement -Providing rapid responses to adhoc data requests for PR or communication purposes

Causal loss analysis project -Investigated factors that influence population displacement and sheltering - Produced framework for quantification of vulnerability to disaster displacement Forensic disaster analysis - Analyzed global disaster events for near real time situation reports on an interdisciplinary team - Conducted fieldwork for assessment of sheltering after Nepal earthquake (June 2015)

Comprehensive regional risk analysis - Developed a framework for risk assessment integrating methods from engineering and social science - Conducted case study in Padang, Indonesia Haiti earthquake - Analyzed damage and disruption in post event and early recovery - Conducted interviews with community leaders, NGOs, and utility providers Post-earthquake water restoration - Calibrated simulation model of post-earthquake water restoration with historical data - Evaluated restoration strategies