Tomer Ronen
Deep Learning Researcher at NVIDIA
Tel-Aviv, Tel-Aviv District, Israel
Summary
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Top SchoolTomer Ronen is a deep learning researcher and practitioner based in Tel Aviv with ~8–10 years focused on neural architecture research across NLP and computer vision, now contributing at NVIDIA. He blends applied research and production engineering—leading teams in the Israel Defense Forces to deliver high-impact, always-on systems (one project boosted productivity 5x and another improved pipeline throughput by up to 50x). His academic work includes LM distillation, reranking for summarization/translation, token-level saliency, and image tokenization for ViTs, reflecting a knack for turning cutting-edge ideas into deployable models. A Talpiot alumnus with MSc and dual-background in CS and physics, he emphasizes production-grade standards (clean code, testing, CR) and clear communication when moving research to product.
7 years of coding experience
8 years of employment as a software developer
M.Sc Computer Science, M.Sc Computer Science at Tel Aviv UniversityB.Sc Computer Science and Physics, B.Sc Computer Science and Physics at The Hebrew University of Jerusalem
Hebrew, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (33)
pytorch10
python10
machine-learning10
deep-learning10
gpu10
natural-language-processing10
nlp10
numpy9
bert9
tensorflow9
neural-network9
speech-recognition9
transformer9
language-model8
gpu-acceleration8
Programming languages (1)
Github contributions (5)
TomerRonen34/dl_theory
May 2020 - May 2023
Contributions:9 pushes in 3 years
TomerRonen34/playground
Apr 2020 - Nov 2021
Contributions:30 pushes in 1 year 6 months
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