I am Eduardo Pignatelli, I am an architect by education and a Machine Learning Scientist and Software Engineer by profession. I am interested in Deep Reinforcement Learning, its points of contact with neuropsychology, and its applications to the preservation of nature and the environment.
In my job positions I have:
- Used Multi-Objective Genetic Algorithms to design the acoustics and the structure of human habitats as a Computational Architect
- Helped design British stadia using machine learning as an Intern in the Stadia Atmosphere team at BuroHappold Engineering
- Led the agile development of the UI/UX of the BHoM
- Co-lead the design of the software architecture of the BHoM at BuroHappold Engineering
- Led the Applied Machine Learning and Decision Making group at BuroHappold Engineering
- Conducted research in Deep Learning and Computer Vision methods for the physiological modeling of cardiac tissue under arrythmya, at the Imperial College London
- Started a PhD in Reinforcement Learning to study the Credit Assignment Problem (I know, I am late, I was busy), at UCL.
- Programming is a second nature to me (C# / .NET, Python, C , Javascript), as well as agile (and SCRUM) development.
jax
,pytorch
,gym
, and anything has got to do with RL and DL. - Data (structured, unstructured, online), databases (noSQL, please) and modelling (Reinforcement Learning, Deep Learning, Physics) yada yada..
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I love working in groups and I work best in those, with a shared long-term objective and individual short-term responsibilities.
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I am passionate, I do something if I believe in it. If I don't believe in it, I don't do it well. If you want the best out of me, tell me why the task is important, and I'll care for it, and dedicate my time, my mind to it.
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I am interested in psychology (especially development psychology and neuropsychology), neuroscience and the mind (biological, synthetic, if any).
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I teach -- I love teaching -- and I meander through the world -- I love the world -- often looking for quite, spiritual places far from the noise of the worldly life, seeking for that the ancient, lost craftmanships that every culture has.
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My alter ego (one of many) is a cook -- and my send home is a kitchen.
- I want to hire you 🤞 https://epignatelli.com/cv
- I want to collaborate on a project:
edu dot pignatelli at gmail dot com
- I want to challenge you at chess!