Analytics professional with 6 years across FTSE 100 and consulting. Teaching students, career-switchers, and aspiring analysts.

I start every new student with a short diagnostic conversation to understand their goal whether that's passing a module, landing an analyst role, or learning a specific tool and their current level. From there I design a personalised plan that fills knowledge gaps and builds strong foundations before layering on more advanced techniques. Lessons are hands-on: I work through real datasets and problems rather than abstract theory, give exercises between sessions, and adjust pace based on how the student is progressing. For students preparing for interviews or assessments, I run mock scenarios using the kinds of questions employers actually ask.