About

Benjamin Lee is a Solutions Architect at Amazon Web Services, advising startup engineering teams on deploying AI/ML and data-intensive workloads in production. He is a data scientist with 8+ years turning commercial and customer data into decisions — experimentation, segmentation, pricing and promotion strategy, and personalization at scale.

His career spans data science, ML engineering, and cloud architecture. At Microsoft he shipped a new Copilot prompt surface validated through A/B testing and built real-time pipelines processing millions of AI interaction events. At BMO Financial Group he led a team of analysts building an end-to-end customer personalization system on propensity models. Earlier roles at Constellation Brands and AB InBev focused on pricing, demand prediction, and geo-level experimentation across global markets. He also founded CaseRank, an AI legal-research startup built on NLP pipelines.

He holds an MS in Systems Engineering with a focus in Cybersecurity from Johns Hopkins University and a BS in Statistics from the University of Illinois at Urbana-Champaign.

His interests include AI/ML systems, experimentation and causal inference, cloud-native architecture, and quantitative research. He is an AWS Certified Solutions Architect – Associate.