Alberto Guggiola

Senior AI Project Lead

Salaire / Taux journalier

Turin, Italie

Freelance

À distance uniquement

Expertises

Machine LearningData ScienceRequêtes SQLPythonRMATLABClean CodeSalesforceSnowflakeDeep LearningRetoolData AnalysisC++IoTAWSGitBig DatadbtTensorFlow

Langues

Italien (Maternelle)Anglais (Courant)Français (Courant)

À propos

Introduction

AI Project Lead with 9+ years delivering end-to-end data science solutions across industries, backed by a PhD in Physics. Currently scaling commercial AI deployments for Pernod Ricard from 2 to 50 U.S. states while leading cross-functional teams of 5+ specialists. Expert in Python, ML engineering, and cloud infrastructure—transforming complex data into actionable business insights that drive measurable growth.

Liens

Expérience de travail

Freelance AI Project Lead

Pernod RicardFreelance

mars 2022 - Présent

4 ans 8 mois

Paris, France

• Led a strategic AI project supporting commercial growth, delivering actionable insights and recommendations to sales teams at the right time. • Managed and mentored a cross-functional AI team (Data Scientists, Data Analysts, ML Engineers, Data Engineers; 5+ people). • Successfully scaled deployments from 2 to 50 U.S. states, ensuring robustness, performance, and business adoption. • Drove the transition from build to run mode, establishing operational processes and long-term maintainability. • Acted as a key interface between Commercial Strategy & Transformation teams and technical stakeholders. • Tech stack: Python, dbt, Snowflake, Retool, Salesforce (SFA)

Senior Data Scientist

Mytraffic

févr. 2020 - mars 2022

2 ans 2 mois

Paris, France

• Contributed to MyTraffic’s mission of accurately estimating road and pedestrian traffic to support retailers, cities, and real estate stakeholders. • Designed, tested, and validated advanced machine learning models to better exploit large-scale geographical and mobility data. • Worked in a product-oriented, agile environment, ensuring models delivered measurable business value. • Tech stack: Python, AWS, Clean Code practices, Agile development

Quantmetry - Part of Capgemini Invent

nov. 2015 - mars 2020

4 ans 5 mois

Paris, France

Senior Data Scientist / Data & AI Consultant

janv. 2018 - mars 2020

2 ans 3 mois

Paris, France

• Led several projects across industries • Managed junior consultants and contributed to internal R&D initiatives on cutting-edge ML topics. • Co-authored thought leadership content, including a white paper on ML model explainability • Tech / scientific referent for the commercial activity of the consulting firm

Data Scientist / Data & AI Consultant

nov. 2015 - déc. 2017

2 ans 2 mois

Paris, France

• Delivered end-to-end data science projects across multiple industries, including banking, insurance, transportation, healthcare, and marketing. • Contributed to projects from business problem definition to industrialized AI solutions in production. • 10+ public interventions during sector conferences & tech meetups

Ph.D. Student in Physics

École normale supérieure

sept. 2012 - oct. 2015

3 ans 2 mois

Paris, France

• Member of the European research network NETADIS (Statistical Physics Approaches to Networks Across Disciplines). • Research focus: epidemic processes on networks, viral marketing, and optimal vaccination strategies. • Visiting researcher at King’s College London and ICTP Trieste.

Visiting Researcher

King's College London

févr. 2015 - mars 2015

2 mois

Londres, Royaume-Uni

Project on rare event statistics for random walks in complex networks.

Visiting Researcher

Abdus Salam International Centre for Theoretical Physics (ICTP)

mai 2013 - juil. 2013

3 mois

Trieste, Italie

Bioinformatics project about the inference of the olfactive system in the Drosophila

Internship

HuGeF

janv. 2012 - juil. 2012

7 mois

Turin, Italie

I developed my Master Degree Thesis in the field of the BioInformatics. In particular I studied new methods by which inferring three dimensional structures of proteins given just their linear sequences of amino acids.

University of Turin

sept. 2007 - juil. 2012

4 ans 11 mois

Turin, Italie

Master's Degree in Physics of Complex Systems

oct. 2010 - juil. 2012

1 an 10 mois

Turin, Italie

• Graduated summa cum laude (110/110) • Research internship at HuGeF on bioinformatics methods for inferring 3D protein structures from amino acid sequences.

Bachelor's Degree in Physics

sept. 2007 - oct. 2010

3 ans 2 mois

Turin, Italie

• Graduated summa cum laude (110/110) • Research internship at ISI Foundation on information spreading in dynamical contact networks.

Internship

ISI Foundation

juil. 2010 - oct. 2010

4 mois

Turin, Italie

I developped my Bachelor Thesis "Information spreading on dynamical contact networks”, in which I analysed which topological aspects contribute the most in determining the speedness of a diffusion on a network.


Formation

Ecole normale supérieure

Doctor of Philosophy (PhD), Physique théorique

2012 - 2015

3 ans 1 mois

PhD in Physics

Università degli Studi di Torino

Master's degree in Physics of Complex Systems, Mathematical, Physical and Natural Sciences

2010 - 2012

2 ans 1 mois

Résultat : 110/110 cum laude

Università degli Studi di Torino

Bachelor’s Degree, Mathematical, Physical and Natural Sciences; Physics

2007 - 2010

3 ans 1 mois

Università degli Studi di Torino

Bachelor's degree, Physics

2007 - 2010

3 ans 1 mois

Résultat : 110/110 cum laude

Qualifying courses such as Complex Systems in the Social Sciences Thesis: “Propagation of information on contacts dynamic networks”

Liceo Scientifico P. Gobetti

Maturità Scientifica, Indirizzo biologico

2002 - 2007

5 ans 1 mois

Résultat : 100/100

Activités et associations : Theater company

Dissertation: “No man’s land – Over the boundary between scientific and humanistic culture”


Licences et certifications

Generative AI Leader

Délivré le : juil. 2025

Certifié par Google Cloud

Generative AI for Data Analysts

Délivré le : juil. 2025

Certifié par Coursera

Sequences, Time Series and Prediction

Délivré le : juil. 2021

Certifié par Coursera

DeepLearning.AI TensorFlow Developer Specialization

Délivré le : juil. 2021

Certifié par Coursera

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

Délivré le : juin 2021

Certifié par Coursera

Convolutional Neural Networks in TensorFlow

Délivré le : juin 2021

Certifié par Coursera

Natural Language Processing in TensorFlow

Délivré le : juin 2021

Certifié par Coursera

Neo4j Certified Professional

Délivré le : sept. 2019

Certifié par Neo4j

Gamification

Délivré le : mars 2015

Certifié par Coursera

try-sql

Délivré le : mars 2015

Certifié par Code School

Mining Massive Datasets

Délivré le : déc. 2014

Certifié par Coursera

Statistical Inference

Délivré le : déc. 2014

Certifié par Coursera

Regression Models

Délivré le : déc. 2014

Certifié par Coursera

Reproducible Research

Délivré le : nov. 2014

Certifié par Coursera

Exploratory Data Analysis

Délivré le : nov. 2014

Certifié par Coursera

Getting and Cleaning Data

Délivré le : nov. 2014

Certifié par Coursera

Networked Life

Délivré le : oct. 2014

Certifié par Coursera

R Programming

Délivré le : sept. 2014

Certifié par Coursera

The Data Scientist’s Toolbox

Délivré le : sept. 2014

Certifié par Coursera

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