The Vianai technology principles and strategy are embodied by a next generation platform for enterprise machine learning and AI that will increase the number of people who can build and train ML-centric applications by at least 100x. This is achieved through a dramatic simplification and streamlining of the development experience, coupled with an unprecedented level of interactivity and explorability.The Vianai platform delivers simplicity by tying together all the key tasks that a Data Scientist is responsible for in a single interactive, visual experience. Rather than having to master numerous libraries and environments, the Data Scientist can iterate over multiple versions of data, features and models in an environment that can be directly exposed to and shared with business domain experts, dramatically improving solution performance, cycle-time and buy-in. At the heart of the platform is a breakthrough domain specific language for Machine Learning and Data Science that is able to express all aspects of an algorithm (models and parameters) in a simple, fully running specification. Anyone who can write standard mathematical expressions can directly create optimized ML models that run and scale.

Engagement with start-ups across a range of activities including Investment, Acquisitions, Business Development and Post Merger Integration.

Lead a research & development team responsible for SAP River, a next generation enterprise application development experiance, HANA Rules Framework, an in-memory rules engine. Also responsible for the Israel HANA Co-innovation Lab, which focuses on technolgy integration and business development interactions with the IL ecosystem and start-up community

Completed a Six Month Fellowship focused on developing and extending the SAP Ventures presence in Israel. Continue to support the SAPV team with local deal sourcing and business & technical due dilligence.

One of the first members of the SAP HANA team, responsible for product management world-wide. Led a global team responsible for driving the SAP business and technology strategy associated with the following topics:1. HANA2. Data Warehousing/ SAP BW3. Enterprise Portal

Lead strategist for SAP CTO on various company-wide projects. Led the product and technology related aspects of the SAP-Business Objects post-merger integration

Lead 10 -20 person cross organization development teams.

Early Stage venture fund/incubator focused on enterprise software