Creator of the AIgogy Framework™ — a systems-based approach to reliable AI outputs beyond prompt trial-and-error, informed by statistical mechanics and AI technology, integrating software engineering and pedagogy (research under review).
Advisor to the Women in Leadership program (AI-driven engagement), supporting leaders in applying AI effectively.
AI Adoption Coach at Leland, guiding professionals to achieve consistent, decision-quality outcomes using AI.
Former Software Engineer, building production systems focused on reliability, structure, and maintainability.
Software Engineering Instructor, teaching full-stack development and object-oriented programming with an emphasis on structured problem-solving.
Technical Interview Coach at CodePath, guiding candidates in structured problem-solving.