Cultural Fit Analysis
The candidate's academic projects demonstrate a proactive approach to learning and applying data science concepts. The diversity of projects (prediction models, EDA, dashboarding) suggests an interest in various aspects of data science. The mention of 'Blogging, Book Reading, Solving Creative Puzzles' indicates intellectual curiosity and a problem-solving mindset, which generally aligns well with a data science role. However, without professional experience, the ability to adapt to a corporate culture and collaborate in a professional setting is yet to be proven.