Sarah Hannah Alves

AI & Data Science senior manager with 17+ years of experience leading large-scale AI transformations across global enterprises, specializing in multimodal AI, computer vision, and generative AI. Currently serving as Senior Global Manager at AB InBev, I define and execute AI strategy across 13 global business units and 4 external partners, driving enterprise AI platforms that support thousands of retail operations worldwide. I lead and scale high-performing multidisciplinary teams (15+ data scientists and technical leaders), owning the full AI lifecycle—from strategic roadmap definition to production deployment and operational impact. My work powers systems processing ~2 million images per month, enabling real-time retail intelligence for 15k+ field agents and millions of points of sale. I have a strong track record of delivering measurable business outcomes through AI, including reducing model training cycles from days to minutes (~40× acceleration), cutting labeling costs by ~50% (~$1M annually), and decreasing manual workload by 70%, while increasing scalability and reliability of AI-driven operations. My expertise sits at the intersection of multimodal perception, generative AI, and large-scale platformization. I have led the development of enterprise-grade solutions such as retail intelligence platforms, multimodal GenAI copilots serving millions of users, and advanced computer vision systems for compliance, analytics, and automation. Previously, at Dell Technologies R&D, I led applied AI programs in multimodal AI and 3D data, generating 12 approved invention disclosures and transitioning research into enterprise innovation initiatives. At Energisa, I delivered AI systems operating over 10M+ infrastructure assets, reducing inspection time by 10× and supporting regulatory compliance in a multi-billion-dollar operation. I operate at the intersection of strategy, technology, and business impact—aligning executive stakeholders, building scalable AI organizations, and delivering platforms that drive efficiency, cost optimization, and new revenue opportunities. I am particularly focused on advancing next-generation AI systems that integrate perception, reasoning, and generation to transform enterprise decision-making at scale.