Davide Floriello

Davide Floriello Email and Phone Number

Senior Data Scientist | Senior Data Intelligence | Financial Engineer |Experienced in Finance, Banking and Payments |I designed successful data science and machine learning applications from scratch |Data passionate @ Keyrock
brussels, brussels hoofdstedelijk gewest, belgium
Davide Floriello's Location
Milan, Lombardy, Italy, Italy
About Davide Floriello

I'm an experienced data scientist, with a PhD in Machine Learning, with 10 years' of experience in many different fields, the most notable ones being Banking, Finance, Payments and Risk. I built many algorithms helping scale and improve business performances, like the customers' behaviours prediction models I developed while at Unicredit, improving the older methods by over 20%. I often had to manage and program projects from scratch to deployment, thus learning skills in project and people management as well. In Keyrock, I developed models to monitor and predict several metrics like risk and exposure and dashboards to follow and monitor options performances.In 2019 one of the projects I was involved while working at Eni won the prestigious Eni Award.My career goal is helping business becoming more and more innovative and profitable thanks to data science.

Davide Floriello's Current Company Details
Keyrock

Keyrock

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Senior Data Scientist | Senior Data Intelligence | Financial Engineer |Experienced in Finance, Banking and Payments |I designed successful data science and machine learning applications from scratch |Data passionate
brussels, brussels hoofdstedelijk gewest, belgium
Website:
keyrock.eu
Employees:
39
Davide Floriello Work Experience Details
  • Keyrock
    Data Scientist
    Keyrock Apr 2023 - Present
    Brussels, Brussels Region, Belgium
    - I developed a machine learning method to estimate the risk and exposure in some short-term trading strategies.- I lead optimisations for trading strategies.- I built a backtester for option hedging strategies.- I built dashboards for option related metrics, like volatility capture and option greeks estimation.- I built a dashboard for option performances.- I built a reinforcement learning model for a trading strategy.- I built an algorithm to detect lead-lag relationships between time series.
  • Crif
    Data Science Manager
    Crif May 2022 - Mar 2023
    Milan, Lombardy, Italy
    - I managed a group of data scientists involved in the delivery of ESG risk estimation.- I helped tailoring the ESG estimation method to define a stock index in the Italian Stock Exchange.- I lead a project aiming at estimating the carbon footprint for financial transactions in Europe.
  • Unicredit
    Senior Data Scientist - Issuing & Acquiring
    Unicredit Jan 2019 - Apr 2022
    Milano, Italia
    - I developed model for the automatic approval of loans for Small Business.- I used Latent Dirichlet Allocation methods to understand navigation patterns of customers.- I built several Machine Learning for Issuing and Acquiring.- Customer Journey analysis in Issuing and Acquiring.- Data analysis in Issuing and Acquiring.- Real - time data applications for payments data.- Data analysis in insurance and investments.
  • Eni
    Project Manager & Data Scientist
    Eni Dec 2017 - Jan 2019
    San Donato Milanese
    - I Managed and implemented Big Data projects in Upstream- I Managed project teams- Analysis of Big Data coming from different sources
  • Axopower S.P.A.
    Data Analyst
    Axopower S.P.A. Apr 2016 - Dec 2017
    Milano
    - I built forecasting models for energy and gas consumption and price.- I coded and automated trading strategies.- I automated data management processes.- I built databases for the company.
  • Smartstat S.R.L.
    Data Scientist
    Smartstat S.R.L. Sep 2015 - Mar 2016
    Milano, Italia
    - I designed algorithms to predict click propensity.- I Developed algorithms for a churn project.
  • University Of Canterbury
    Phd Student
    University Of Canterbury Jun 2012 - Jul 2015
    Christchurch
    Dealing with Statistical Modelling, Learning and Inference of complex structured objects. My research is applied to the vision system of a robot.
  • 180 Degrees Consulting
    Consultant - Quantitative Analyst
    180 Degrees Consulting Jan 2015 - Jun 2015
    Christchurch
    Quantitative consultant in my project "Addington.net", for the not-for-profit organisation 180 Degrees Consulting
  • European Institute Of Oncology
    Statistician
    European Institute Of Oncology Oct 2011 - Jun 2012
    Milan
    The aim of my job was to build statistical classifiers in order to identify the presence of a lung cancer using only a blood test

Davide Floriello Education Details

Frequently Asked Questions about Davide Floriello

What company does Davide Floriello work for?

Davide Floriello works for Keyrock

What is Davide Floriello's role at the current company?

Davide Floriello's current role is Senior Data Scientist | Senior Data Intelligence | Financial Engineer |Experienced in Finance, Banking and Payments |I designed successful data science and machine learning applications from scratch |Data passionate.

What schools did Davide Floriello attend?

Davide Floriello attended University Of Canterbury, Politecnico Di Milano, Enpc Ecole Des Ponts Paristech, Politecnico Di Milano, Liceo Scientifico Statale Paolo Frisi.

Who are Davide Floriello's colleagues?

Davide Floriello's colleagues are Mert Cicigun, Marina Sánchez Del Ramo, Simon Ruiz, Ivo M., Esteban González Aguirre, Nick Kokkaliaris, Paolo De Bernard De Fauconval.

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