Stefano Pregnolato Email & Phone Number

Open-minded, empathic and creative thinker, highly interested in envisioning, designing and implementing innovative human-centred solutions. Constantly aiming at rethinking the state-of-the-art, all my actions are driven by a precise set of values: curiosity, strictness and respect. SKILLS OVERVIEW-- Data Science --I implement device-agnostic Reinforcement Learning algorithns in PYTHON (PyTorch, Pandas, NumPy, CUDA) to find optimal control strategies in complex non-linear systems such as Data Centers HVAC. I can setup data-driven project from scratch and develop maintable code according to SOLID principles. I can manage LINUX machine, train machine learning models and perform hyperparametrization in the cloud (AWS, Azure). I have extensive knowledge in applying Deep Learning algorithns for system identification and time-series prediction. -- Mechatronic Engineering -- I create linear and non-linear control solutions in MATLAB, SIMULINK & SIMSCAPE, starting from the design of experiments for data acquisition, implementing dynamical systems modelling and identification, running mathematical simulations and deploying C/C++ code with Matlab Embedded Coder.-- Innovation --I can coach, hold webinar & live presentations for internal and external knowledge sharing. I like to guide teams, motivate people to maximize performance and present new products. I can perform business models analysis and stay focused on the details without loosing the "big picture". -- Mechanical Engineering --I ideate and realize complex 3D CAD drawings with SOLIDWORKS and perform finite element analysis with SolidWorks Simulations. InterestsLearning Algorithms / Reinforcement Learning /Predictive Maintenance / Model Based Design / Rapid Control Prototyping / Embedded Systems / Data Driven Control / Machine Learning / Identification / Filtering / Digital Control / Modelling / Mechatronic / Mechanic / Junior / Meccatronico / Neuroscience / Bioscience / MIL / PIL / HIL / Genetic Programming / UAV / AI / Process optimization / Automation / Digital Transformation / Manutenzione Predittiva / Prototipazione / Controllo Digitale / Microcontrollori / Sistemi Integrati / Ingegnere / Trasformazione Digitale / ISO 26262 / Identificazione / System Engineering / Digital Officer / Open Innovation / Social Innovation / Design Thinking / Human Centered Design / User Expirience / UX / Business

Listed skills include Leadership, Ricerca, Powerpoint, Meccatronica, and 46 others.