Transformation occurs more often than you think. It happens when you challenge your intuition and assumptions, when you look at objective measurements and when you commit to incremental changes based on regular feedback and evaluation. This is Continuous Improvement at it’s finest and most powerful.

I’m a seasoned technology leader, architect and developer with experience in building and scaling systems for dynamic startups and large enterprises including 3G network management systems, Enterprise Java, designing and building real-time trading applications, Digital Video and e-Learning.

Prior to co-founding fourTheorem, I founded Showpiper, a video content marketing startup.

I’m the Published Author of AI as a Service, and the co-host of the AWS Bites Podcast.