MUSA 5080 Portfolio

Welcome to My Portfolio

This portfolio documents my learning journey in Public Policy Analytics (MUSA 5080).

About This Course

Advanced spatial analysis and data science for urban planning and public policy.

Portfolio Structure

• Weekly Notes: My learning reflections and key concepts
• Labs: Completed assignments and analyses
• Final Project: Capstone modeling challenge

About Me

Shubhanga Satyal

I am taking public policy analysis to understand how planning decisions are shaped by laws, budgets, political constraints, and institutional incentives, not just technical design. The course strengthens my ability to evaluate policy impacts, compare alternatives using data and economic reasoning, and make evidence-based recommendations that translate planning ideas into implementable outcomes.

Contact

• Email: ssatyal@upenn.edu
• GitHub: ssatyal-ux