The Open Knowledge Network (OKN) working group is sponsored by NSF / White House Office of Science and Technology with the goal to develop a roadmap for broader application of knowledge graphs to US government and public-sector challenges. My focus is supply chain digital twins.

Executive Director in the Advisory Services practice of Ernst & Young LLP. National practice lead for Enterprise Knowledge Graphs + AI in EY’s Data and Analytics (DnA) Group.Built a strong cross-sector practice that designed and implemented full-stack graph solutions, with over 200 consultants globally. Functioned as internal graph evangelist, GTM strategist and SME. Awarded “Most Impactful Partner of the Year” by Neo4j in 2019 and 2020.Helped EY clients deploy large-scale knowledge graphs using cutting-edge technologies, real-time architectures and advanced analytics for a wide variety of use cases in Life Sciences, Energy, Technology, Banking, Insurance, Manufacturing, Hospitality, Retail and Government.

Schema, ETL & systems design for a high-performance Neo4j graph database encompassing the totality of B2B marketing for a Fortune 100 technology company. Graph has 450 million nodes, 2.2 billion relationships, deployed on Azure VM. Graph database supports multi-touch marketing attribution analytics and multi-dimensional event-based audience segmentation & recommendations for direct marketing. Provided hands-on Neo4j training and POC graph reporting and visualization interfaces. Neo4j 3.1 Enterprise Edition, Python, Node.js, nGraph, Javascript.

Real-time Click-to-Call + Feedback platform, leveraging VoIP, WebRTC, cross-device consumer experiences and graph database technology. Highly configurable and customizable JS and mobile SDKs enabling one-click VoIP dialing from web and apps with least-cost routing across multiple VoIP providers. Our cutting-edge technology stack includes Node.js, Neo4j, iOS, AWS.

Solution Management of enterprise digital capabilities supporting high volume customer conversion experiences on Microsoft web properties, both consumer & commercial. Campaign & clickstream tracking, segmentation, personalization, targeting, social listening, relationship management, content management, lead capture & conversion experiences.

Management of core BI infrastructure and measurement capabilities supporting Microsoft's global marketing budget cascade, campaign reporting, pipeline reporting, incentive reporting, ROMI reporting, social and web analytics on Microsoft.com for the Global Marketing Operations team. Management of complex projects across multiple subsidiaries, agencies and vendors. Strategic focus on foundational database, digital and social marketing capabilities including: marketing ROI, customer & channel partner engagement, marketing conversion, sales pipeline, dynamic personalization, data mining, predictive modeling, behavioral segmentation, privacy governance, web enablement, tracking & measurement, and internal & external data quality, and instrumentation process control. SQLServer stack, SharePoint, Meteor, WebTrends Optimize, Omniture Insight.2012 Microsoft SMSG Circle of Excellence Outstanding Achiever2009 Microsoft SMSG Gold Club

Built a strong team of analysts and BI developers at leading advertising agency. Responsible for ongoing campaign reporting, ROI analysis, creative and placement optimizations for agency clients. Architected and deployed an enterprise OLAP reporting solution (Microstrategy 8 on Oracle 10g RAC) to improve quality and efficiency of analytics operations. Provided advanced analytical services to clients, including consulting, regression modeling and data mining.

Responsible for advanced analytics, predictive modeling, and OLAP reporting development (MicroStrategy 7 on Oracle 9i) for a marketing analytics ASP. Provided a variety of tools and approaches for optimization of marketing campaigns for Fortune 1000 clients. Pre-sales support and technical partnerships.

Development of a data warehouse and performance & revenue reporting for a high-volume online lead generation marketplace. Deployed proof-of-concept OLAP analytics system (MicroStrategy 7 on Oracle 9i).

Development of cookie-based user profiling solutions, predictive models, syndicated campaign reporting, reach and frequency reporting, geoinventory forecasting, revenue reporting and other analytical tools for a banner ad serving network. Deployed OLAP analytics system to improve analytics quality and efficiency (Brio on Oracle 8i).

Development of optimization techniques for direct response campaigns in a high volume banner ad-serving network. Flycast was purchased by CMGI and merged with Engage in early 2000.