Derrick Mulwa

Scout score 82: Python-led developer with a strong public GitHub footprint and cross-stack technical range.

• Technical range and adaptability score 80, with Python as the primary language plus Jupyter Notebook, JavaScript, and CSS across 4 tracked languages.
• High-impact public outcomes score 78, supported by 85 stars earned, 837 followers, and 53 public repositories in the evidence record.
• Collaboration signal scores 77, but public GitHub shows 0 pull requests and 0 reviews, so team workflow visibility is limited.
• Activity shows 172 contributions across 5 active days on a 5-year account; only 1 commit is publicly visible, so shipping volume may be underrepresented.

Based on public GitHub output only, this profile aligns with technical coordination across features and teams, with a measured working style and adaptability across multiple stacks. The 82 scout score reflects a strong public footprint and audience reach more than dense commit or review history. Hiring managers should treat follower and star signals as visibility metrics and validate delivery cadence and collaboration style in interviews.