Eduardo Pignatelli
Assistant Professor (UK Lecturer, Teaching) at University College London
London, England, United Kingdom
Summary
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Senior🎓
Top SchoolEduardo Pignatelli is an Assistant Professor and researcher blending nine years of industry and academic experience at the intersection of design, machine learning and reinforcement learning. After transitioning from computational architecture and generative design to applied ML roles at BuroHappold and Imperial College, he pursued a PhD at UCL focused on continual and reinforcement learning and now teaches integrated ML modules while supervising research projects. He has led applied ML teams to democratise deep learning in engineering practice and built production-ready pipelines for computer vision and physics-informed predictive modelling. Comfortable across languages and stacks (.NET/C#, Python, PyTorch/TensorFlow, cloud and databases), he brings practical product-focused engineering to rigorous AI research. Unusually for an academic, his background in architectural design informs a human-centred perspective on perception and creativity in autonomous learning systems.
9 years of coding experience
5 years of employment as a software developer
Machine Learning Summer School, Artificial Intelligence, Machine Learning Summer School, Artificial Intelligence at University of OxfordMaster of Architecture (M.Arch.), Architecture and Building Engineering, Master's Degree, Master of Architecture (M.Arch.), Architecture and Building Engineering, Master's Degree at Università degli Studi di Napoli 'Federico II'High School Diploma, Science, 100/100, High School Diploma, Science, 100/100 at Liceo Scientifico Arturo LabriolaUniversity College London
English, Italian
Stackoverflow
154reputation
18kreached
7answers
11questions
Github Skills (200)
svg10
spotify10
api10
object-recognition10
fonts10
data-science10
mp310
automatic-differentiation10
font-awesome10
svg-font10
playlists10
css10
keras10
notebook10
python10
Programming languages (14)
Github contributions (5)
epignatelli/helx
Dec 2020 - Jan 2023
Interoperating between (Deep) Reiforcement Learning libraries
Contributions:4 releases, 250 commits, 61 PRs in 2 years
reinforcement-learning-algorithmsdeep-learningreinforcement-learningflaxjax
UCL-ELEC0136/hackathon-solutions
Oct 2022 - Nov 2022
Contributions:83 commits, 4 PRs, 20 pushes in 29 days
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