Giulio Caputi

Rumor has it they used to call him “Cap”

This website’s code is available here

Essentials About Me

Sparing you clichés like “extremely motivated”, “hardworking”, et cetera, here are some essentials about me:

Career Highlights

Where

University of Oxford | Oxford, United Kingdom

When

September 2024 - September 2025 (12 months)

What

  • Master of Science in Statistical Science (details here)
  • Relevant Coursework: Statistical Machine Learning, Advanced Statistical Machine Learning, Applied Statistics, Statistical Inference, Statistical Programming, Computational Statistics, Probability for Network Analysis, Graphical Models, Bayes Methods

Skills Acquired

  • Probability Theory
  • Statistical Modelling
  • Markov Chains
  • Combinatorics
  • Multivariate Statistics
  • Stochastic Processes

Where

Bocconi University | Milan, Italy

When

September 2021 - July 2024 (3 years)

What

  • Bachelor of Science in Computer Science and Economics (details here)
  • Grade: 110/110 Cum Laude (highest possible)
  • Relevant Coursework: Machine Learning, Computer Programming, Computer Science, Big Data and Databases, Applied Mathematics, Statistics, Advanced Statistical Methods, Game Theory, Microeconomics, Macroeconomics, IT Law, Accounting, Finance, Econometrics
  • Thesis: “Bayesian Optimization for Database Management” (thesis file here)

Skills Acquired

  • Machine Learning
  • Calculus
  • Linear Algebra
  • Data Structures
  • Python
  • R (Programming Language)

Where

Georgia Institute of Technology | Atlanta, Georgia, USA

When

January 2024 - May 2024 (4 months)

What

  • Exchange semester
  • Grade: 4.0/4.0 (highest possible)
  • Relevant Coursework: Understanding Markets with Data Science, Network Science, Labor Economics

Skills Acquired

  • Graph Theory
  • Regression Analysis
  • Big Data
  • Algorithms
  • Computational Modelling
  • Econometrics

Where

Amazon | Luxembourg, Luxembourg

When

June 2023 - November 2023 (6 months)

What

  • Business Intelligence Engineer Intern
  • Identified and corrected inefficiencies in warehousing strategies through data mining techniques
  • Developed machine learning models to optimise the performance of several Database Management Systems (DBMSs), reducing their running time by up to 75%, and helping to achieve an estimated reduction in costs of €14 million
  • Designed data pipelines that automate the collection of data through various AWS applications

Skills Acquired

  • Data Science
  • Amazon Web Services (AWS)
  • Optimisation
  • Big Data Analytics
  • Software Development
  • Artificial Intelligence (AI)

Where

Deloitte | Milan, Italy

When

January 2023 - April 2023 (3 months)

What

  • Cyber Security Analyst Intern
  • Worked in the actuarial division
  • Used statistical techniques to quantify the client’s cybersecurity risks, increasing accuracy in prediction by 26%

Skills Acquired

  • Actuarial Consulting
  • Risk Assessment
  • Cyber Risk Management
  • Experimental Design
  • Statistical Inference
  • Applied Probability

Where

Bocconi Students for Machine Learning | Milan, Italy

When

June 2023 - June 2024 (12 months)

What

  • President & Co-Founder (Bocconi Students for Machine Learning website)
  • Managed 100+ members and led two research groups
  • Organised hackathons and machine learning events (e.g., tech interns experience, discussions about papers)

Skills Acquired

  • Team Leadership
  • Recruiting
  • Technical Writing
  • Event Planning
  • Public Speaking
  • Mentoring