Coordinate architecture for our core technology platform that includes high volume Java and .NET based transaction switches and a significant big data infrastructure build around Kafka, HBase and Hadoop. Individual work currently is focused on advanced analytics applying machine learning technology, specifically deep neural networks, in areas ranging from trading partner anomaly detection, to automated message quality issues.