Major League Baseball
Senior Data Engineer
The move
In 2016, an opportunity brought together two things that had been part of my life for decades: data and baseball. I joined Major League Baseball's Baseball Data group, working on systems supporting traditional statistics and Statcast data.
The work
I led database migrations from Oracle to PostgreSQL in AWS and later Google Cloud SQL; designed a cloud data warehouse supporting live statistical search; and built Python pipelines integrating relational databases, APIs, BigQuery, and cloud storage.
The significance
MLB changed the direction of my career. Baseball stopped being something I coached, played, watched, and loved outside work. It became the domain in which I applied engineering and data every day, pushing me further toward data science, forecasting, and decision-making.