I am the founder of VeraDP, a training, advisory, and research practice specializing in medical imaging AI. Drawing on a PhD in Computer Vision and over 10 years of applied MedTech experience, I help organizations build defensible R&D, with a focus on data readiness for AI and risk analysis, experiment and evaluation design, state-of-the-art positioning, and technical assessment. My work also includes skill transfer through specialized training and masterclasses, translating research and technical expertise into actionable knowledge. My current research explores how data understanding and qualification can better inform R&D decisions.