Pradyumna Reddy
Research Scientist at Autodesk
Stony Stratford, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolPradyumna Reddy is a research scientist with 13 years of experience at the intersection of computational geometry, machine learning, and practical analytics, currently working at Autodesk. He completed a PhD under Niloy Mitra at UCL’s Smart Geometry Group and has interned at Google Brain and Adobe Research, where he developed unsupervised methods to infer vector graphics parameters from raster images. Prior roles include research at Huawei and applied analytics at Walmart Labs, where he built scalable microservices and tackled combinatorial ML problems. His work spans object-centric unsupervised decomposition across modalities and practical production-facing analytics, bridging deep research with deployable systems. Based in the UK, he also brings a strong academic-industrial pedigree dating back to BITS Pilani and an undergrad research stint at Harvard Medical School. A not-obvious strength is his ability to move smoothly between low-level geometric theory and high-impact engineering delivery.
13 years of coding experience
1 year of employment as a software developer
BITS Pilani, Birla Institute of Technology and ScienceUniversity College London
English, Telugu, Hindi
Github Skills (50)
python10
data-science10
dataframes10
pandas10
statistics10
machine-learning10
manipulation10
deep-learning10
scikit-learn10
data-structures10
frame10
data-analysis10
algebra9
pytorch9
scikit9
Programming languages (4)
Github contributions (5)
preddy5/multi_implicit_fonts
Jun 2021 - Oct 2022
Contributions:8 commits, 6 pushes, 2 branches in 1 year 3 months
preddy5/A-Deep-Generative-Model-for-Graph-Layout
Aug 2019 - Oct 2019
Contributions:16 commits, 6 pushes, 2 comments in 1 month
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