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umbertocollodel/README.md

Hi, I’m Umberto!

Macroeconomist specializing in monetary policy, forecasting, and macro-financial linkages.

My research topics have included the analysis of monetary policy communication, the use of Large Language Models in macroeconomics, as well as work on forecast evaluation, capital flows, and external crises.

πŸš€ About Me

πŸ‘¨β€πŸŽ“ Ph.D. in International Macroeconomics with a passion for data wrangling, modeling, and applied policy analysis.

πŸ”¬ Research experience at the Paris School of Economics, International Monetary Fund, OECD, and Central Bank of Malta.

πŸ“Š Skilled in combining empirical methods with policy-relevant insights.

🌱 Always eager to learn and explore new approaches in economics, finance, and data science.


πŸ“ Work in Progress

πŸ“– Ph.D. Thesis


πŸ“‚ Research Datasets


πŸ› οΈ Tools I Use

RΒ  PythonΒ  SQLΒ  GitΒ  HtmlΒ  LatexΒ 


πŸ“« Contact Me

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  1. Machine_Learning_in_Economics Machine_Learning_in_Economics Public

    Treatment evaluation in presence of large number of covariates or treatment heterogeneity through Machine Learning methods

    R 2 2

  2. Text_mining_IMF Text_mining_IMF Public

    Create a new term-frequency database from scraped IMF documents and study the evolution of crises discussion over time

    R 1 3

  3. When_where_and_why When_where_and_why Public

    Analysis on the quality and determinants of economic forecasts pre-Covid 19

    R

  4. Yield_Mapping_GovC Yield_Mapping_GovC Public

    Tool to map the exogenous effect of ECB GovC announcements (Press Release and Press Conference) on different portions of the risk-free yield curve and sovereign risk

    R

  5. APD APD Public

    Development of the Covid-19 pandemic in the Asia-Pacific region

    R

  6. MPU_Shocks_Euro_Area MPU_Shocks_Euro_Area Public

    HTML