Jeremy Atia
Machine Learning Engineer at Data for Good Israel
Tel-Aviv, Tel-Aviv District, Israel
Summary
👤
Senior🎓
Top SchoolJeremy Atia is a Machine Learning Engineer with 11 years of experience building production-ready ML systems and scalable data platforms across automotive, semiconductor, and FoodTech domains. He currently applies his expertise at eToro while co-founding and serving as CTO of a FoodTech venture where he built a serverless AWS backend, CI/CD pipelines, and a Llama2-based recommender that boosted match accuracy by 20%. Previously he led ML engineering at General Motors, delivering automated 3D annotation pipelines, real-time monitoring for a 2000+ vehicle fleet, and data augmentation workflows that improved recall in challenging driving conditions. At Intel he engineered anomaly-detection models and MLOps practices to handle extremely large, imbalanced datasets, materially improving hardware test efficiency. He blends hands-on software engineering — Docker, Kubeflow, Airflow, MongoDB/Elasticsearch — with strong statistical foundations from graduate studies in econometrics and financial mathematics. Notably, his background spans both research-grade modeling and pragmatic deployment, enabling rapid iteration from prototype to cost-efficient production.
11 years of coding experience
10 years of employment as a software developer
Fellows Program Cybersecurity and Data Science, Fellows Program Cybersecurity and Data Science at Israel Tech Challenge <itc>Master 2 Statistics and Econometrics, Master 2 Statistics and Econometrics at Toulouse School of EconomicsMaster of Science Financial Mathematics and Computation, Master of Science Financial Mathematics and Computation at University of Leicester
French, English, Spanish, Hebrew
Github Skills (41)
python10
r10
data-science10
statistics10
machine-learning10
data-analysis10
css9
scikit-learn9
r-programming9
svg8
distributed-systems8
java8
spark8
xgboost8
gbm8
Programming languages (5)
Github contributions (5)
jeremyatia/mini_datathon
Jul 2021 - Jul 2022
Contributions:1 release, 11 commits, 9 pushes in 1 year
DataforGoodIsrael/DetectHateSpeech
Sep 2019 - Aug 2020
Contributions:8 commits, 10 pushes, 1 branch in 11 months
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