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 (48)
python10
data-science10
statistics10
pandas10
machine-learning10
vector-graphics10
encoder-decoder10
data-structure10
image-segmentation10
computer-graphics10
data-structures10
computer-vision10
data-analysis10
pytorch9
siggraph9
Programming languages (6)
Github contributions (5)
preddy5/A-Deep-Generative-Model-for-Graph-Layout
Aug 2019 - Oct 2019
Contributions:16 commits, 6 pushes, 2 comments in 1 month
preddy5/Im2Vec
Aug 2020 - Nov 2022
[CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision
Contributions:20 commits, 10 pushes, 1 branch in 2 years 3 months
vector-graphicscomputer-visioncomputer-graphics
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