The data landscape is evolving at an unprecedented pace. Data is easier to collect and store than ever before, and modern AI systems depend on a massive amount of data to function. This creates exciting opportunities alongside real risks, from costly inefficiencies to legal and ethical minefields.

I focus on helping organizations build strong, well-governed data foundations so they can move faster, make better decisions, and work mindfully with AI.

Technical migrations

Legacy systems linger at enterprises far longer than intended, accumulating expense and cost. I specialize in planning and executing migrations from legacy applications and data sources to go-ahead environments. Read more about my track record and philosophy.

Data initiative management

I help organizations design, build, and run the operations that keep data trustworthy, compliant, and usable across the entire lifecycle. Learn about my experience working with data teams at enterprises.

Master & reference data

Strong master and reference data is the backbone of business insights. I help teams identify and enable their most critical datasets. More on my experiences with master and reference data.

photo credit: Cameron Brown