• Starting a startup. Transforming business intuition into algorithms.• Employee number one of a sustainable fashion marketplace. Aided founders in designing the platform, setting up the MVP, and evaluating it. • Worked with founders using design thinking to create a value driven user experience. • Developed a persona-based algorithm matching clients to fashion options.• Generative AI-assisted programming and thematic analysis for investor relations.

• Using event production to support artists.• Advising on event production. Special lighting effects in event design, costuming, and fine art production.

• Using data science and consulting to initiate change.• Pioneered Generative AI application for utility association regulatory filings, enhancing search capabilities, and creating new text from examples. This tool reduces nuclear plant downtime valued at $1 million per day.• Developed groundbreaking machine learning models across various industries including The New York Times ($45M), Johnson Controls ($35M), and a B2B lender ($10M). • Crafted the first automated NLP thematic tracking models, and emerging concepts tracking reporting from 1 million emails a year, thus guiding C-suite strategy at a top 5 bank.• Created a cohort data system for tracking the impact of state laws and social service programs on criminal reconvictions and probation services.

CRISP-DM and TotEM™ to align businesses with data to build centers of excellence in data science.• Co-founded a boutique consultancy providing strategic machine learning solutions to enhance client operations and profitability for utilities including telephone, electricity, water, and internet.

• Independent contractor supplying services to SPSS Inc. • Onsite client services in Machine Learning, Data Mining, Market Research, Statistics, and Business Analysis. • Expert knowledge of SPSS tools including Clementine, Modeler, Text Analytics, and SPSS Statistics. • Presented classes to more than 5000 students.

• For SPSS Inc before it was acquired by IBM.• Consultant supporting applied statistics and business reporting.• Technical Manager for Sales Engineering team. • Sales Engineer scoping client needs, making technical presentations, responding to RFPs. • Sales Operations analysis reporting to CFO, VP of Sales, and Director of Sales Operations. • SPSS Statistics trainer for customers and Telemarketing staff.• Technical Support and founded Windows team in 1992.• Sat on software design committees representing the customer point of view on behalf of technical support.