At Shape Digital, I run delivery for concurrent enterprise AI/ML predictive maintenance programs for Fortune Global 500 energy clients. I cut go-live timelines from a three-month-plus baseline to under two months, then replicated the delivery model across later deployments.
I also led a workflow initiative between Data Science and Product that reduced the time to move ML models into production from about six weeks to three days. For a client, I led an Azure cost optimization initiative that reduced infrastructure costs by 48%.
Before Shape Digital, I owned product lifecycle, strategy, and pricing for biometric solutions at Griaule, where I helped raise an app store rating from 4.1 to 4.9 stars. At Aion Solution, I built a Python marketing automation pipeline that delivered a 5% average monthly revenue lift across client accounts.

