Cultural Fit Analysis
The candidate's projects are predominantly personal and focused on mobile development (Flutter/Dart) and general programming, with only one project directly related to data science ('powerSistemSimu' using Python/Jupyter Notebook). This indicates a broad interest but a potential misalignment with a dedicated senior Data Scientist role requiring deep, focused experience. The current role as 'Data Scientist' at 'livefire-dev' is listed as current with a future start date (2026-06-22), which is unusual and suggests a lack of current, verifiable professional data science experience.