Bartosz Baranowski
Associate Director & Senior Principal Data Science
Zurich, Zurich, Switzerland
Summary
👤
Senior🎓
Top SchoolBartosz Baranowski is an AI/ML research scientist and engineering leader with 12+ years designing and productionizing large-scale machine learning systems for drug discovery and molecular sciences. At Novartis he architected multi-task binding affinity models across 15,000+ protein targets and built MLOps platforms that enable hundreds of scientists to run predictions on ultra-large chemical libraries of billions of compounds. He combines deep research in multi-modal architectures (ChemBio multimodal models, JEPA) with pragmatic DevOps—CI/CD, model registries and automated workflows—to move models from prototype to routine use. Previously at Roche he co-founded Insights Engineering and helped industrialize reproducible analytics adopted across clinical trials, while also founding a small AI safety startup focused on misinformation detection. Based in Zurich, he is passionate about AI safety and about making advanced ML accessible to non-ML domain experts, mentoring teams to apply cutting-edge methods in regulated environments. An engineer with a telecommunications master’s, he bridges foundational research and scalable product delivery in life sciences.
11 years of coding experience
11 years of employment as a software developer
Master's degree, Telecomunnication, Master's degree, Telecomunnication at Warsaw University of Technology
Polish, English, German
Github Skills (37)
word2vec7
topic-modeling7
fasttext7
python7
nlp6
voila6
glove6
natural-language-processing6
data-mining6
gensim6
shiny6
word-embeddings6
corpus6
lda6
latent-dirichlet-allocation6
Programming languages (2)
Github contributions (5)
Novartis/ChemBioMultimodalAutoencoders
Mar 2023 - Jul 2023
a package for streamlined multidomain data integration and translation based on cross-modal autoencoders architectures
Contributions:3 releases, 11 PRs, 26 pushes in 3 months
bprepo/keywords_extractor
Jun 2019 - Jun 2019
Contributions:20 PRs, 49 pushes, 17 branches in 6 days
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