Added RAG-powered conversational search to my portfolio site, allowing visitors to ask questions instead of navigating pages — demonstrating how retrieval-augmented generation and edge inference reduce friction and accelerate understanding.

A presentation exploring how software platforms maximize efficiency and reduce operational complexity through deliberate integration with specialized third-party services for authentication, payments, verification, and compliance.

Evaluated API-enabled growth opportunities and platform economics, shaping adjacent-market expansion and strategic customer acquisition.

Led enterprise onboarding and partner integration work, translating platform capabilities into implementable solutions in a complex agtech environment.

Capstone presentation for the Master of Science in Management of Technology program at the University of Minnesota, exploring how data lakes can serve as a foundation for incremental innovation and research-aligned product development.

Presentation at the University of Minnesota Tableau User Group (October 2017) on building a data lake and embedding dashboards in web applications.