duplicate invoices flagged annually
and $2.5B in daily cash flows forecasted by ML systems built @ Amazon
I’m Lami Adabonyan, an engineering and product leader based in Atlanta. For more than two decades, I’ve worked across application architecture, platform modernization, machine learning, and the operating systems around engineering teams.
Most of the work lives where technical choices become business outcomes: financial workflows at scale, underwriting platforms, product delivery, and making AI useful beyond a demo.
and $2.5B in daily cash flows forecasted by ML systems built @ Amazon
modernizing underwriting platform @ Caremark CVS Health.
from a GenAI product shipped from idea → production in ~30 days.
Architecture matters, but so do adoption, incentives, ownership, and the parts vendors leave out of the slide deck.