Prabhu Teja

Scientist at Aleph Alpha

Germany
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Summary

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Senior
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Top School
Prabhu Teja is a research-driven scientist and machine learning engineer based in Germany with 11 years of experience spanning academia and industry, including roles at Aleph Alpha, AWS, EPFL and Siemens Healthcare. He holds a PhD in Artificial Intelligence from EPFL and has a strong track record building and productionising NLP, computer vision and medical imaging systems under low-latency and large-scale constraints. His work blends rigorous mathematical foundations with practical software engineering—optimising ML algorithms for performance and deployment in real-world products such as automated ad moderation and medical image segmentation. Comfortable moving between research and engineering, he has repeatedly translated novel methods into IP and production services, and brings deep experience in cross-lingual models, shape-based segmentation and optimization-based parameter estimation. An underappreciated strength is his ability to mentor and lead small research efforts while delivering customer-facing solutions on tight timelines.
code11 years of coding experience
job11 years of employment as a software developer
bookM.S Electronics and Communication, M.S Electronics and Communication at International Institute of Information Technology Hyderabad (IIITH)
bookDoctor of Philosophy - PhD Artificial Intelligence, Doctor of Philosophy - PhD Artificial Intelligence at EPFL
bookB.Tech Electronics and Communication, B.Tech Electronics and Communication at Vellore Institute of Technology
languagesEnglish, Hindi, Telugu
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Github Skills (77)

python10
deep-learning10
transformer10
nlp10
tensorflow10
natural-language-processing10
pytorch10
machine-learning10
speech-recognition10
depth-estimation9
jax9
transformers9
multi-objective-optimization9
language-model9
optuna9

Programming languages (5)

C++JavaScriptGoSwiftPython

Github contributions (5)

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Code paper Uncertainty Reduction for Uncertainty Reduction for Model Adaptation in Semantic Segmentation at CVPR 2021
Contributions:5 commits, 5 pushes, 8 comments in 1 year 4 months
pytorchpaper-codesemantic-segmentationcomputer-visionreduction
My webpage.
Contributions:2 PRs, 48 pushes in 4 years 1 month
templategithub-pages-templatemmistakesmistakesjekyll
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Prabhu Teja - Scientist at Aleph Alpha