About the Founder

Rob Williams, founder of Dirty Data Consulting LLC, brings over two decades of expertise in bioprocess development, manufacturing, and analytical data modeling. With a deep understanding of Chemistry, Manufacturing, and Controls (CMC) and an ability to connect manufacturing processes with analytical data, Rob helps biotech and pharmaceutical companies overcome complex challenges.

Since founding Dirty Data Consulting in 2021, Rob has partnered with clients to streamline process development, optimize manufacturing workflows, and solve critical problems through data-driven solutions. From tuning glycosylation profiles on biosimilars to building comprehensive Design of Experiments (DOE) models for organic chemists, Rob excels in creating holistic, connected models that ensure product success and regulatory compliance.

Passionate about innovation, Rob has worked on a wide range of projects, including modeling entire drug product processes to identify and rectify production issues. His approach integrates scientific expertise with cutting-edge data analysis, offering clients valuable insights and practical solutions.

With a mission to help companies not just produce drug substances but understand their processes at a fundamental level, Rob is committed to advancing biotechnological development through strategic data application.