Actuary, Commercial Lines Analytics - Auto-Owners Insurance (Sep 2014 - Apr 2016)
My team built the models for Auto Owners' commercial line products, including TTP, commercial auto, workers comp, and others. My work was divided about equally into three tasks: Data work, modeling, and research. Data work was SQL work to pull data for our models, and the models were large general linear models. Some specific projects I worked on include:
Fraud model Used an SVM on text to predict fraud from claim notes. This allowed us to automate the work of 15 FTEs.ModelingNLPSVM
Some substantial projects may be excluded due to proprietary information. Link