Usman Khatri

Cultural Fit Analysis

The candidate's personal projects show a broad interest in different technologies and domains, which could indicate adaptability. However, the project descriptions are minimal, making it difficult to assess the depth of engagement or collaborative potential. The target role is 'Data Scientist', and while there's one project ('btp') directly related to data science technologies (Python, Jupyter Notebook), the overall project portfolio is very diverse, suggesting a generalist profile rather than a focused data scientist at this stage. The listed experience as 'Data Scientist' at 'Indian Institute of Technology' starting in 2026 with no end date and marked as current, combined with an experience level of 0, suggests this might be a future or academic role, not current professional experience, which impacts the assessment of direct cultural fit for an immediate professional data scientist role.