I work with teams to design and build SaaS products with strong technical foundations, including data- and AI-driven systems where they make sense. Most of my work happens early on, helping companies think through critical system boundaries such as tenant isolation, subscriptions, integrations, and compliance before they become hard to change. We work closely with clients to turn these architecture decisions into real, production-ready systems, focusing on clarity, long-term scalability, and practical execution rather than shortcuts.