Cultural Fit Analysis
The candidate's personal projects show initiative and a self-driven learning approach, which can be a positive cultural fit. However, the lack of detailed project descriptions makes it difficult to assess collaboration or problem-solving methodologies. The current role as 'Data Scientist' at Miles Education, starting in the future (2026), suggests a potential educational or training context rather than direct industry experience, which needs clarification for cultural and operational fit.