Valerio Romano Cadura
MFE EPFL
Rome, Latium
Overview
Work Experience
Research Fellow
2024 - Current
Building Macro Data-Driven Insights. Forecasting economic trends with advanced modeling and analytics.
Business Analyst
2023 - 2024
Enhanced the accuracy of wind power forecasting by integrating machine learning techniques. Worked on the optimization of SOC battery statistical arbitrage. Developed Monte Carlo simulations for Profit at Risk measures of a thermoelectric power plant.
Machine Learning Intern
2023 - 2023
Learned the foundations of evolutionary computing and automated trading systems. Studied the Garch, Arima and Arma models. Developed a univariate forecasting system based on adaptive fuzzy logic using PyTorch. Worked on backtesting and production.
2022 National Model United Nations New York Conference
2022 - 2022
Understood how bureaucracy can be a double edged sword. Created alliances between opposite parties.
PNR Green Economy Internship
2018 - 2018
A one-month training course in the city of Dublin, funded by the Italian Ministry of Education, with 30 participants selected based on their language skills. The main objectives of the course were to enhance language proficiency through the attendance of a specific English language course and to gain knowledge about the green economy theme through participation in a series of activities at local businesses and institutions.
Education
International Honors Programme
2023 - 2023
BSc
2021 - 2024
MayMester
2024 - 2024
Course Certificate
2022 - 2022
Online Course Certificate, Machine Learning
2022 - 2022