While sentiment analysis offers significant business insights, challenges like sarcasm and cultural nuances require ongoing model refinement.

He is author of several macroeconomic models and tools such the ECB-Global Model for Spillover Analysis and the BEAR Toolbox for estimating Bayesian VAR models.