Applied researcher at the intersection of causal inference, data science, and strategic decision-making

I work on problems where decisions matter, data is imperfect, and theory must survive contact with reality.  

As the Chief Research Scientist of Cerved (ION Group), I design and apply research methods to study economic and strategy phenomena, with a focus on building models that empower products helping firms and financial institutions in making better decisions. 

My work bridges academic research and applied data science, with the goal of producing insights that are both rigorous and usable. My PhD training and ongoing engagement with the academic community allow me to tackle business and strategic problems through a research perspective,

I collaborate on research and applied analytics projects at the intersection of data, strategy, and decision-making. If you are interested in knowing more, get in touch at andrea.coali@iongroup.com or andrea.coali@unibocconi.it.