As a Staff Analytics Engineer at Mirakl, he had the privilege of helping guide the evolution of their analytical capabilities. His focus was on developing and mentoring their talented BI team (now AE), which grew from two to six people. Working closely with colleagues from across the Data team and beyond, they collectively delivered several key projects, including a migration from Redshift to Databricks, a migration from Tableau to Metabase, as well as providing insights directly to their clients. Their attention has turned to the promise of AI and how they leverage this technology for internal and external stakeholders.