As we move into the era of enterprises powered by Generative AI, SparkBeyond offers a highly differentiated technology focused on assisting companies to build unique GenAI solutions. We enable our partners to build these unique solutions through using our proprietary technology which solves a blind spot which prevents LLMs from systematically mining knowledge from complex structured data. Here is a video explaining the blindspot and how we create value for SIs by solving it.  Our technology: SparkBeyond provides an Agent which augments GenAI by mining operational data for knowledge / patterns which are then provided in text format to an LLM, thus providing GenAI with a full understanding of operational trends and customer activity. The augmented LLM is then used by our partners to build unique solutions which can support decision making within a dynamic business context.

As we move into the era of enterprises powered by Generative AI, SparkBeyond offers a highly differentiated technology focused on assisting companies to build unique GenAI solutions. We enable our partners to build these unique solutions through using our proprietary technology which solves a blind spot which prevents LLMs from systematically mining knowledge from complex structured data. Here is a video explaining the blindspot and how we create value for SIs by solving it.  Our technology: SparkBeyond provides an Agent which augments GenAI by mining operational data for knowledge / patterns which are then provided in text format to an LLM, thus providing GenAI with a full understanding of operational trends and customer activity. The augmented LLM is then used by our partners to build unique solutions which can support decision making within a dynamic business context.

Lead the development of company's main product suite, which included advanced NLP & ML processes, a massive crawling operation and a slick dashboard product. newBrandAnalytics is the leading provider of Social Business Intelligence. The newBrandAnalytics Social Business Intelligence platform is the only set of solutions proven to help operations, marketing, and advertising executives turn real-time social media customer feedback into actionable opportunity. Harvesting a depth and breadth of online customer mentions, newBrandAnalytics helps businesses of all sizes understand, evaluate, and leverage an unparalleled view of customer feedback. Hundreds of leading organizations rely on newBrandAnalytics for comprehensive social business intelligence to improve the customer experience, increase revenue, lower costs, and drive sustainable bottom-line results.

AdExtent is a new data driven platform that enables advertisers and agencies to run highly targeted display campaigns across the Real-Time Bidding Exchanges. The company combines semantic search and advertising technology.The role included leading a team of highly talented software engineers and researchers to develop a market leading product, leading company's IP and patents strategy.Lead successful applications for chief scientist grants.Key technological challenges included: RDF reasoning, semantic search, contextual disambiguation, Linked-Data querying & Hadoop based graph compression algorithms.

Lead the inception and development of a production grade, state of the art semantic reasoning engine. It was used in combination with an innovative approach for deep fact extraction from text on the web.Key innovation included contextual disambiguation,, RDF / OWL knowledge modeling, topological compression.

The project aims to find patterns in causality chains appearing in the news. The project involved facts and events extraction from online news archives, event representation, causality mining, generalization and prediction.

(Acquired by Sears)Delver defined a new a new category of search engines - Socially connected search.

Development, sales & support for customizable open source content management systems.

Initiated and led a multiple award winning project in the field of AI Expert systems.Challenges included levering deep analysis of SoS, inference of functional causality and root cause analysis.

Leading two projects end to end:- Motion detection algorithms for low-end video surveillance hardware.- Dynamic WAP framework for early web enabled devices.