Experiences

• SKY

  Machine Learning Engineer

  Nov, 2022 - Present, Italy

  • Designing ML systems to automate predictive models running, training and validation.
  • Working on prototypes, experiment new approaches and test several solutions on ML algorithms and tools application.
  • Industrialize end to end solutions.
  • Define and apply best practices in ML Ops field.

  PythonGoogle Cloud PlatformSQLAirflowMLOpsPandas

• Fastweb

  Data Scientist

  Jan, 2022 - Nov, 2022, Italy

  • Developed ETL data pipeline in AWS, analyzed data extrapolating important insights for the business unit using Numpy, Pandas and Matplotlib python libraries.
  • Developed supervised Machine Learning models predicting customer's up-selling increasing 4 times the customer care services using Sklearn python library.
  • Developed Unsupervised Customer Segmentation models for targeting up-selling campaigns.

  PythonAmazon Web ServicesSklearnPandasStorytelling

• Borsa Italiana

  Data Scientist & ML Engineer

  Feb, 2021 - Oct, 2021, Italy

  • Modelling, Clustering and Forecasting Post Trade data: built ML production pipeline in cloud
  • Worked with the team extracting post trade data, creating machine learning and deep learning models to forecast next business day for important Italian banks.
  • Helped treasurer allocating cash flow forecasting next business day and reduced cost for million of euros using Deep Learning models.
  • Master's Thesis: Social Network Analysis on Post Trade Data: Centrality, Scale-free behavior and resiliency of the networks over time

  PythonAmazon Web ServicesSklearnNeural NetworksTensorflowSocial Network AnalysisPandas

Education

• University of Milan

  Masters in Data Science and Economics

  Oct, 2019 - Jun, 2022, Italy

  • Thesis: Social Network Analysis on post trade data: centrality, scale free behavior and resiliency of the networks over time.

  Artificial IntelligenceMachine LearningData ScienceData MiningAdvanced EconomicsAdvanced Statistics

• University of Eastern Piedmont

  Bachelors in Computer Science

  Oct, 2016 - Oct, 2019, Italy

  • Thesis: MMS protocol attacks.

  CJavaPythonWeb DevelopmentConcurrent ProgrammingCyberSecuritySoftware EngineeringOS