I'm a professional with 25+ years of experience in Marketing and Communications, focused on harnessing the power of AI and Analytics to drive business insights and solutions. I thrive on creating data-driven strategies that bridge the gap between marketing and technology.

• Customer churn prediction focused on approaches to handling missing data and a comparison of differing data imputation techniques and their impact on prediction outcomes.
• Stock price prediction modeling using ensemble models and technical, fundamental and social data.
• Natural language processing focused on signals extraction from unstructured textual data leveraging large language models, prompt engineering and classification.

• Awesome Data Science Repo - A great resource for data science tools.
• Machine Learning Tutorials - A collection of ML tutorials.
• Applied ML - Papers & tech blogs by companies sharing their work on data science & machine learning in production.
• Awesome LLM Strawberry - This is a collection of research papers & blogs for OpenAI Strawberry(o1) and Reasoning.
• GeoStatsGuy - Great collection of geo-analytics worksflows.
• Anthropics Educational Courses - Five courses from Anthropic primarily focused on prompting.

• Generative AI
• Vector RAG / Graph RAG especially to improve communications speed and response in times of crisis by integrating communications theory, crisis commms best practices and organization policy
• Signal extraction from unstructed inputs using LLMs, leveraging prompt engineering techniques and classification
• Geo-analytics
• Machine learning applied to sound modeling (see Helix and Neural Quad Cortex)

• LinkedIn: Robert on LinkedIn

• Chicagoland's Coffee Supply Group - Best workplace coffee! If it's not in your office, ask the boss to get in touch!