Twisha Choudhary

Cultural Fit Analysis

The candidate's projects demonstrate an interest in practical applications of Python and basic machine learning (face recognition, text classification). The projects are personal and relatively simple, suggesting a foundational interest in the target role of Data Scientist. However, the lack of diverse project types, team-based work, or advanced concepts limits the assessment of cultural fit for a senior role.