Cultural Fit Analysis
The candidate's projects are primarily personal and focus on foundational aspects of data science and web development. While there's a current role as a Data Scientist, the lack of detailed experience or project descriptions from this role makes it difficult to fully assess alignment with a senior-level Data Scientist role. The diversity of projects (web scraping, ML exercises, basic web apps) shows breadth but not necessarily depth in advanced data science concepts. The experience level is 0, which contradicts the current role title, suggesting a very junior or entry-level position.