Cultural Fit Analysis
The candidate's project portfolio is heavily skewed towards web development (JavaScript, TypeScript, CSS, Node.js, Next.js). While there is one project ('Humacare') that lists 'Jupyter Notebook' and 'Python' as technologies, the overall project descriptions do not strongly align with a Data Scientist role. The current role is listed as 'Data Scientist' but started in the future (2026-06-20), which is unusual and suggests a potential data entry error or future intent rather than current experience. This lack of direct data science project experience or relevant skills in the provided projects indicates a weak cultural fit for a Data Scientist role.