Nice to meet you! I'm Giorgio Romano, Mathematical Engineer from Politecnico di Milano. I am passionate about the world of Artificial Intelligence and, more specifically, about Statistical Learning. I am truly fascinated by the disruptive potential of this technology and eager to contribute to the transformation that it will bring to our everyday lives.
- Master of Science: Mathematical Engineering, Statistical Learning @ Politecnico di Milano
- Erasmus+ Program @ Aalto University, Helsinki - Department of Computer Science
- Bachelor of Science: Mathematical Engineering @ Politecnico di Milano
- Model Discovery integrating Symbolic Regression into Sparse Identification of Nonlinear Dynamics: a novel Model Discovery approach, able to mitigate existing methodsโ limitations โ namely: computational efficiency, flexibility and level of automation โ while extending Model Discovery scope in the contexts of Online Model Discovery and Reduced Order Modeling.
- Plant's Health Status Classifier: exploited Deep Neural Networks to perform Image Classification, leveraging pre-trained Convolutional Neural Networks through transfer learning.
- Time Series Forecasting Project: exploited Recursive Neural Networks to perform Time Series Forecasting, leveraging LSTM, GRU and Attention Mechanism architectures.
- Online Learning for E-commerce Pricing and Advertising: applied multi-armed bandit algorithms to optimize pricing and advertising strategies in dynamic environments.
- Email: grg.romano@outlook.com
- LinkedIn: linkedin.com/in/grgromano