Cultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal projects, including blockchain/web3 development and some data-related challenges. While this demonstrates initiative and a passion for technology, the diversity of projects, particularly the heavy focus on web3, might indicate a broader interest beyond a pure Data Scientist role. The current role as 'Data Scientist' at Yellowbrick-Investing aligns with the target role, but without further details on responsibilities, it's hard to gauge the depth of fit. The lack of formal education or certifications in data science is a potential gap.