Gianmarco Genalti
AI Research Scientist at Polimi Artificial Intelligence Research and Innovation Center- Claim this Profile
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Italiano Native or bilingual proficiency
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Inglese Full professional proficiency
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Francese Elementary proficiency
Topline Score
Bio
Alexey Kayuchenko, PhD
I would like to articulate Gianmarco's great commitment during his internship in Data & Advanced Analytics team. As a true Data Scientist he demonstrated great perseverance, motivation and agility for a quest to deliver clear business insights from the messy corporate via data-driven tools and algorithms. In the course of the project he proved himself a full-stack professional on every part of data-value chain: from gathering and cleaning the data with the help of ML and creating white-paper documentation of the model to developing a end-user Web-GUI tool with them model on back end and PPTs with insights for the Management.
Alexey Kayuchenko, PhD
I would like to articulate Gianmarco's great commitment during his internship in Data & Advanced Analytics team. As a true Data Scientist he demonstrated great perseverance, motivation and agility for a quest to deliver clear business insights from the messy corporate via data-driven tools and algorithms. In the course of the project he proved himself a full-stack professional on every part of data-value chain: from gathering and cleaning the data with the help of ML and creating white-paper documentation of the model to developing a end-user Web-GUI tool with them model on back end and PPTs with insights for the Management.
Alexey Kayuchenko, PhD
I would like to articulate Gianmarco's great commitment during his internship in Data & Advanced Analytics team. As a true Data Scientist he demonstrated great perseverance, motivation and agility for a quest to deliver clear business insights from the messy corporate via data-driven tools and algorithms. In the course of the project he proved himself a full-stack professional on every part of data-value chain: from gathering and cleaning the data with the help of ML and creating white-paper documentation of the model to developing a end-user Web-GUI tool with them model on back end and PPTs with insights for the Management.
Alexey Kayuchenko, PhD
I would like to articulate Gianmarco's great commitment during his internship in Data & Advanced Analytics team. As a true Data Scientist he demonstrated great perseverance, motivation and agility for a quest to deliver clear business insights from the messy corporate via data-driven tools and algorithms. In the course of the project he proved himself a full-stack professional on every part of data-value chain: from gathering and cleaning the data with the help of ML and creating white-paper documentation of the model to developing a end-user Web-GUI tool with them model on back end and PPTs with insights for the Management.
Experience
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Polimi Artificial Intelligence Research and Innovation Center
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Italy
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Think Tanks
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1 - 100 Employee
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AI Research Scientist
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Jan 2022 - Present
Member of the research team of Politecnico di Milano in charge of developing advanced AI solutions for industrial needs. Responsible for multiple research projects developed jointly with sector's leading companies. - Development of a data-driven smart regulator for gas distribution network's real-time optimization. - Computer-aided manufacturing with image retrieval for 2D technical drawings of metal components. - Data-driven online optimization of betting odds for sports events. Member of the research team of Politecnico di Milano in charge of developing advanced AI solutions for industrial needs. Responsible for multiple research projects developed jointly with sector's leading companies. - Development of a data-driven smart regulator for gas distribution network's real-time optimization. - Computer-aided manufacturing with image retrieval for 2D technical drawings of metal components. - Data-driven online optimization of betting odds for sports events.
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ML cube
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Italy
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IT Services and IT Consulting
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1 - 100 Employee
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Applied Scientist
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Mar 2021 - Jan 2022
- Part of a consultancy project for an e-commerce aimed at developing an AI product for the dynamic pricing of 11000+ products. - Achieved +12.38% in profits with a Bayesian Online Learning model I've largely contributed to formulation and deployment. - Full-stack development of a synthetic data generator able to produce a realistic dataset from another using statistical technique. - Part of a consultancy project for an e-commerce aimed at developing an AI product for the dynamic pricing of 11000+ products. - Achieved +12.38% in profits with a Bayesian Online Learning model I've largely contributed to formulation and deployment. - Full-stack development of a synthetic data generator able to produce a realistic dataset from another using statistical technique.
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Philip Morris International
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Switzerland
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Tobacco Manufacturing
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700 & Above Employee
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Data Scientist
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Aug 2020 - Jan 2021
Member of the Data Science and Business Intelligence team in the PMI Duty Free office. - Full stack development of a new machine learning model for sales volumes time series forecasting: produced a fully working API used by the business team. - The model computed a pricing scenario that can potentially achieve an improvement on yearly revenue from the company’s products in the Swiss Duty Free market. Member of the Data Science and Business Intelligence team in the PMI Duty Free office. - Full stack development of a new machine learning model for sales volumes time series forecasting: produced a fully working API used by the business team. - The model computed a pricing scenario that can potentially achieve an improvement on yearly revenue from the company’s products in the Swiss Duty Free market.
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AIM - Associazione degli Ingegneri Matematici
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Italy
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Industry Associations
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1 - 100 Employee
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IT Manager
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2019 - 2021
Member of the Executive Team, head of the IT operations. - Responsible and manager of the association’s website and databases, used by thousands of associates. - Proposed and led various tech initiatives inside the association like programming courses and mentoring programs. Member of the Executive Team, head of the IT operations. - Responsible and manager of the association’s website and databases, used by thousands of associates. - Proposed and led various tech initiatives inside the association like programming courses and mentoring programs.
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A.I.A. | Associazione Italiana Arbitri - FIGC
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Italy
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Spectator Sports
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300 - 400 Employee
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Arbitro di calcio
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2014 - 2018
I have refereed more than 150 football matches at the provincial and regional level in Tuscany. Here I learned soft skills and proper communication, as well as making decisions in stressful and dynamic environments. I was also subjected to athletic and technical tests constantly. I have refereed more than 150 football matches at the provincial and regional level in Tuscany. Here I learned soft skills and proper communication, as well as making decisions in stressful and dynamic environments. I was also subjected to athletic and technical tests constantly.
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Education
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Politecnico di Milano
Doctor of Philosophy - PhD, Intelligenza artificiale -
Politecnico di Milano
Master's degree, Mathematical Engineering - Statistical Learning -
Politecnico di Milano
Bachelor's degree, Ingegneria Matematica