Cultural Fit Analysis
The candidate's academic projects demonstrate initiative in applying learned skills to practical scenarios (House Price Prediction, Sales Dashboard). The listed skills and project types align well with a Data Analyst role, indicating a clear career interest. The breadth of tools (SQL, Python, Power BI, Excel, ML basics, AWS/GCP basics) suggests a willingness to learn and adapt to various technologies. However, the lack of professional experience means cultural fit in a corporate environment, including teamwork and handling complex business dynamics, is largely unproven.