Technical foundation
Computer Engineering training shapes how I structure problems, evaluate systems and think through implementation.
My work sits at the intersection of technical systems and real operations. I started from a Computer Engineering foundation and built years of hands-on experience running digital commerce, solving operational problems, testing AI workflows and creating practical apps, websites and internal tools.
Computer Engineering training shapes how I structure problems, evaluate systems and think through implementation.
Years of marketplace, customer-service, inventory, profitability and business-process work keep product decisions grounded in operational reality.
I use AI for research, evaluation, workflows, content systems, automation and rapid product prototyping — with an emphasis on evidence, privacy and useful outcomes.
I’ve worked across e-commerce operations, insurance, AI evaluation and training projects, research, usability, web/app creation and process design. That range matters because I understand both the technical layer and the messy operational layer underneath it.