Founded Software Intelligence, Inc. in 1992 with the mission of integrating the latest Artificial Intelligence technologies (AI) to augment users’ performance, accuracy and productivity. Designer/team lead of our first product Parser/Loader, an Oracle /C++ ETL tool used by a major brokerage firm for intraday and overnight trade processing. Designer/team leader of our second product TIE, an AI tool used by a major investment bank in 14 countries to process institutional trades. My current interest is in applying machine learning, deep belief neural networks , Spark into network analysis, trading, finance, genomics.

Prior to my work at Software Intelligence, Inc., I worked on the team that invented the first PC / Unix file server.

My current interest is in applying machine learning, deep belief neural networks at scale with Spark + GPUs, in areas which generate growth, value and productivity.

A recent contract was to build in Java 1.8, the merchant banking interface (MBI) to a crowd-funding website accessing Wells Fargo's Payment Manager and Payment Gateway systems. MBI was written in Java, Groovy, Gradle, Spring Boot, Spring Batch, Spring Rest, Spring Data, Spring Security, Postgres 9.4 and Hibernate.

We run machine learning and deep learning in the cloud with Spark on Amazon AWS as well as, Microsoft’s Azure and Google’s Cloud Platform. We use Databricks, Zeppelin, Python, R, Scala, Mathematica and Matlab.

Software Intelligence, Inc. provides contract programming, consulting and does R&D.