Leader in software development, data science, advanced algorithms, machine learning, neural networks, startup CTO.

Dr. Marshall solves problems and innovates products in data science, AI, XAI, neural networks, and algorithms. He has created practical software technologies and commercial data systems, in industries including publishing, news aggregation, insurance, finance, education, social media, and consumer web services. He builds teams for data science, analytics, algorithms, and code – growing, guiding, and mentoring teams – from vision and startup through all phases of software architecture, design, development, implementation, deployment, operation, and evaluation. Dr. Marshall builds bridges between business, science, and technology. His accomplishments include rapidly creating systems, developing smart software, and leading effective teams. • Software/scientific CTO, chief architect, team lead, hands-on software developer. • Data science, predictive analytics, risk optimization, statistics, pipelines, visualization. • Internet/web/smart software expert, architect, scaling, resource optimization. • Software innovation, advanced software development, specialized algorithm design, R&D, feasibility analysis, evaluation. • Explainable artificial intelligence (XAI, AI), artificial general intelligence (AGI), machine learning (ML), natural language processing (NLP), pattern recognition, computer vision, image processing, knowledge management, neural computation, neural networks, simulation, modeling. • Database system design, search engines, user experience/interface (UX, UI) design. • Team builder, leader, caring mentor, culture agent. • Open-source development, licensing, community-building, privacy, data ethics. • Strategy, entrepreneurship, persuasive communication. • Entrepreneurial strategy, business opportunity analysis, persuasive communication.