Andy is a veteran technologist at the intersection of clinical research, computational biology, and artificial intelligence. Currently a Senior Software Engineer at Cancer Research and Biostatistics (CRAB), he serves as a technical liaison for industry leaders including Genentech, Guardant Health, and BC Cancer. With deep expertise in translating complex biostatistics and clinical operations into production-grade, CDISC-aligned pipelines, Andy ensures that innovation never outpaces compliance. His recent work building advanced RAG architectures and knowledge graphs for regulated environments allows him to advise biotech clients on deploying AI that is not only powerful but auditable and GCP-compliant.