Cultural Fit Analysis
The candidate's projects show a strong focus on data science and machine learning, which aligns with a Data Scientist role. However, the projects are all personal and lack details on collaboration or team dynamics. The breadth of technologies is somewhat limited, primarily focusing on Python and Jupyter Notebook for data science, with some basic web and database technologies. The single listed work experience as 'Data Scientist' at 'CSC' with a future start date (2026) and no end date is unusual and provides no current professional experience to evaluate cultural fit.