Travis Vreugdenhil

Background

About Travis Vreugdenhil

I’m a product leader who turns complex data and AI concepts into reliable, user-centered products. Across healthcare, fintech, and enterprise data platforms, I build the “golden path” that takes ideas from notebook to production—governed, observable, and scalable—so teams ship faster with less risk. My foundation is healthcare. Years as a paramedic gave me a provider’s lens and a bias for outcomes: reduce friction for clinicians and clients, make decisions measurable, and design for regulated, high-stakes environments. I’ve led full product lifecycles—from discovery and validation through launch, growth, and iteration—partnering with Engineering, Data Science, Clinical/Operations, and GTM to deliver tangible value. Highlights across roles: • Launched data products that increased enrollment/revenue (+$600K), reduced customer touchpoints by 50%(~$500K savings), and automated data operations (~$300K annual savings). • Drove Agile transformations that doubled on-time delivery and improved cross-functional throughput. • Built predictive ML solutions that improved accuracy by up to 90% and lowered costs by ~15%, grounded in strong data governance. • Designed collaborative data strategies (medallion/curation, shared ownership, quality SLAs) that made analytics and ML reusable across teams. Focus areas: Product strategy • AI/ML platform & MLOps • Model governance & catalogs • CI/CD & environment design • Data strategy & quality • Observability & risk management • GenAI enablement • Executive storytelling & stakeholder alignment. If you’re scaling AI/ML in a regulated context and need repeatable paths, accountable ownership, and business-visible outcomes, let’s connect.