Guy Tevet
PhD Candidate
Tel-Aviv, Tel-Aviv District, Israel
Summary
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RockstarGuy Tevet is a CS PhD candidate based in Tel Aviv with nine years of hands-on engineering experience focused on machine learning and human motion modeling. He has contributed significantly as an ML engineer to a PyTorch implementation of the Human Motion Diffusion Model, building dataset pipelines, training loops, evaluation tooling, and motion editing features that bridge research prototypes to usable code. His work shows a practical emphasis on evaluation during training and reproducible benchmarking, reflecting a research-minded engineer who values robust experimentation. Fluent in open-source collaboration, he combines academic rigor with production-oriented engineering to turn complex models into usable systems. An interesting detail: alongside his doctoral research, he actively implements end-to-end components (data loading to evaluation wrappers), highlighting a rare blend of theoretical depth and implementation fluency.
8 years of coding experience
English, Hebrew
Github Skills (16)
data-preprocessing10
diffusion-models10
data-loading10
pytorch10
git-repository10
machine-learning10
dataprep10
deep-learning10
trainings10
preprocessing10
github-repos10
evaluation10
modeling10
preprocess10
python9
Programming languages (2)
Github contributions (5)
GuyTevet/motion-diffusion-model
Sep 2022 - Dec 2022
The official PyTorch implementation of the paper "Human Motion Diffusion Model"
Role in this project:
ML Engineer
ML EngineerContributions:6 reviews, 20 commits, 7 PRs in 2 months
Contributions summary:Guy primarily contributed to the development and enhancement of the Human Motion Diffusion Model. They implemented data loading and processing functionalities, including the creation of a `Text2MotionDataset` class for text-to-motion generation. The commits also introduced training loops, evaluation methods, and motion editing capabilities, demonstrating a focus on model training, evaluation metrics, and practical application. They modified the code to include a wrapper for evaluating the model and added evaluation during the training loop.
pytorchdiffusionmotionpytorch-implementation
GuyTevet/diversity-eval
Apr 2020 - Feb 2021
Contributions:6 commits, 4 pushes, 1 branch in 10 months
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