I obtained my Ph.D in Computer Science with a focus on Machine Learning, specifically Anomaly Detection. I investigated finding anomalies in high dimensional sequential data, such as in aircraft operations and pitcher injuries in baseball. I possess a MS in Computer Science with a Focus on Machine Learning from Columbia University. At Columbia I looked at text mining for sentiment(bias) analysis, and to examine social network structures in politics and sports.Specialties: Anomaly detection in sequential patterns. Machine learning in network structures. Probabilistic Planning in Partially Observable Environments.