economic-impact

Adaptive Monitoring and Real-World Evaluation of Agentic AI Systems

Research project on Deliveroo’s influence on Dublin’s local economy using literature review, mixed-method methodology, Google Forms surveys and stakeholder data analysis for the Research Skills module at CCT College.

End-to-end Python econometric toolkit implementing Dustmann et al.'s (2025) decomposition framework for identifying the true labor market impact of immigration. Separates aggregate immigration effects into displacement, crowding-out, and selection components using 2SLS, FD-IV, and Wild Cluster Bootstrap on German social security microdata.

Regional Input-Output economic-impact analysis as an MCP server, built on Bank of Korea regional IO tables. Computes production/value-added/employment induced effects (in-region vs out-of-region) for Claude Code, Codex, Gemini CLI.

A data-driven, grassroots platform exposing the hidden economic and social costs of proposed casino expansions.