Principal
CurrentAdvising on Intellectual Property research, evaluation and invention, expert witness analysis, source code review, patent appraisal, non-infringement and invalidity reporting, inter partes reviews (IPRs), covered business method (CBM) reviews, Markman presentations, in-court tutorials, depositions and court testimony. Areas of expertise include Data Science, Machine Learning (classification, text analysis), Artificial Intelligence (expert systems and reinforcement learning), eCommerce, Internet and Web technologies (servers, Web browsers and protocols), application interaction design, mobile platforms (e.g. Android, iOS and prior art mobile systems), information retrieval, search tools, recommender systems, collaborative filtering, data collection and user behavioral analysis and analytics.Designing and researching Web and mobile payment, banking and commerce applications including infrastructure, user interface and technology stacks for privacy, security and scalability.Building personalization into information systems using prior art (including my own) and new data science focused technology to make applications more personalized be it for recommendations, filtering or information discovery.Applying extensive experience in Information Retrieval (search) system design, analysis (logs, SEO, analytics) for custom data sciences services. Designed new information architectures, taxonomies, classification methods & interaction designs for Web and mobile applications.Investigated and analyzed knowledge work practices and cultures to build or customize collaborative work systems including design, deployment and analysis for intranet, commerce and mobile systems.Designed a social media analysis system including text categorization, sentiment analysis and behavior prediction to recognize trends, identify actionable business intelligence and make recommendations.