Stefano Pregnolato Email & Phone Number

Veldhoven, North Brabant, Netherlands

Improving performance at nanometer level with data-driven modeling.- applied deep-learning for complex mechatronics systems' performance monitoring and optimal control

Veldhoven, North Brabant, Netherlands

Mapping customer needs onto the desired EUV machine system behavior using:- data- algorithms - digital control

Netherlands

AI-based Data Center Energy Consumption Optimization-- PROJECT DESCRIPTION --Development of reinforcement learning optimization algorithms for data-driven temperature control & energy optimization-- MAIN TASKS --- Identifying ICT's energy-related core challenges - Designing a dynamic model of a data center with PYTHON and MATLAB- Developing and implementing a new controller with MATLAB, SIMULINK- Generating C/C++ code with MATLAB Embedded Coder- Building Deep Reinforcement Learning Algorithm in PYTHON to find the optimal control strategy- Training algorithms in the cloud with AWS SageMaker- Validating the results with real-case scenarios- Coaching business managers and internal teams- Presenting and delivering solutions to clients-- ACHIEVEMENTS --On July 2020 I had the chance to be chosen among the 10 participants for the Siemens AI@Sustainability Hackathon working on: OPTIMIZING BUILDING CONTROL SYSTEMS FOR ENERGY AND COMFORT OPTIMIZATION.I was happy to successfully use my experience to implement an optimal AI-based schedule and control strategy on building equipment (adaptive real-time control of HVAC systems and lighting based on indoor air quality, weather data, occupancy and time of the day) to reduce energy consumption while maintaining comfort.

Netherlands

A unique combination of blended learning content, consulting skills, digital workshops and technical expertise with the focus on enhancing teamwork and cross-collaboration. The program is built on a 1-year approach, mixing classroom, on-the-job experience and online learning content.STEP 1: 4 weeks of learning experience in Geneva Headquarters.During this time, I acquired the skills needed for being a successful consultant alongside other new starters. We went through the process of bringing an innovative idea to life (DESIGN THINKING). We had the chance of pitching our own innovation project to the board. We developed soft skills like agility, communication, presentation, language mastering and similar. I was also provided with unlimited digital classroom lessons with qualified teachers from worldwide recognized education partners.STEP 2: on-the-job experienceI had the chance to develop technical and interpersonal skills in the Data Science R&D team of AKKA Technologies (The Netherlands), working with cutting-edge technologies, building innovative prototypes and continuing my online learning process.

Torino, Italia

Bat-Man Project-- PROJECT DESCRIPTION --Supported by the European Fund for Regional Development (FESR), the project aims at realizing a low-cost device capable of measuring the state of charge (SoC) and the state of health (SoH) of a battery, acknowledging critical condition, elaborating data and keeping the user informed with a smartphone app.-- MAIN TASKS --- Designing and managing the experimental campaign (Design of Experiment) - Implementing physics-based models for battery systems in MATLAB & SIMULINK- On-line parameter estimations on battery models- Implementing BMS algorithms: such as Remaining Useful Life estimation, State of Health Estimation, State of Charge Estimation- Generating high-quality C/C++ code for embedded systems with MATLAB Embedded Coder- Delivering state of art documentation and product showcases

Barolo (Cn), Italy

- Strategy Management - Brand Identity

Master, Digital Transformation Per Il Made In Italy

18/03/2019 - 26/07/2019 Digital Strategy & Tools Customer Centricity Data Approach Leadership and Change Management ..."Il Master.

Laurea Magistrale Lm, Mechanical Engineering

Model-Based Software Design Digital Control Filtering and System Identification Data-Driven Algorithm Developement (Machine Learning).

Diploma, Innovation

Activities and Societies: 3-weeks World's Leading Entrepreneurship Program

Laurea Triennale, Mechanical Engineering

Diploma, Liceo Scientifico Tecnologico