I am a Director and CTO at IBM Analytics where I lead a team focused on emerging technologies. We focus on Big Data (Hadoop, Spark, Streams, machine learning, NoSQL, data warehousing etc.), IoT, and cloud and mobile computing. Prior to this, I spent 19 years in various roles working with traditional database management systems (DBMS) focusing on application development and connectivity for both transactional and data warehousing applications.