Giovanni Dall'Aglio
Data & Actuarial Science - Engineering - Quant Finance
HOW DATA-DRIVEN IS YOUR PROJECT?
Based on the 2019 Big Data and AI Executive Survey, 69% of participants report that they have not created a data-driven organization and 52% of them admit that they are neither competing on data nor treating data as a business asset.​
Most managers base decisions on their own experience ignoring that posterior costs caused by initial design errors are much higher. This attitude is due to the difficulty of handling multidisciplinary and correlated aspects (especially for large construction or shipbuilding projects) concerning risks, big data, engineering design & planning, financial contingency.
​
A varied training path is trickier to obtain than traditional specialized routes, but it is the only way to face the challenge of the age of artificial intelligence that promises considerable economic benefits, even as it disrupts and replace most of the (less innovative) traditional specialized jobs.
​
​
MY EXPERTISE
Data Science
-
Data Visualization and Manipulation
-
Statistical Analysis and Inference
-
Matrix Algebra
-
Monte Carlo Simulations
-
Machine Learning
-
R and Python Programming
Actuarial Science
-
Actuarial Risk Analysis
-
Risk Management
-
Copulas and Dependence
-
Extreme Value Theory
-
Aggregate Risk
-
R Programming
Engineering
-
Modeling and simulation of complex systems
-
Continuum Mechanics
-
Conceptual Design by Statistical Inference
-
Ship Design, Ship roll dynamics & Seakeeping
-
Matlab Programming
-
CAD design
Quant Finance
-
Data-driven approach to Asset and Risk Management
-
Financial risk models including operational, credit, and market risk models
-
Derivative pricing models
-
Panel Data analysis
-
R, Matlab, Python programming
