Lars Mushom
Senior Machine Learning Engineer at Oda
Oslo, Norway
Summary
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Senior🎓
Top SchoolLars Mushom is a Senior Machine Learning Engineer based in Oslo with eight years of experience building production recommender systems and probabilistic ML solutions. Currently leading ML efforts at Oda, he has worked on transformers, product embeddings, and multi-armed bandits to personalize online grocery experiences. He holds an M.Sc. in Industrial Mathematics from NTNU with a specialization in statistics and a thesis on interpretable representations in deep generative models, reflecting a strong foundation in both theory and applied uncertainty reasoning. His background spans industrial research at SINTEF and hands-on internships where he combined manifold learning, Monte Carlo simulation, and graph-based mobility analysis. Known for blending principled probabilistic methods with pragmatic engineering, he focuses on model interpretability and decisions under uncertainty—skills that help translate complex research into measurable product impact.
8 years of coding experience
4 years of employment as a software developer
Exchange student Statistics, Exchange student Statistics at University of California, BerkeleyStudiespesialisering, Studiespesialisering at Eilert Sundt videregående skoleNorwegian University of Science and Technology
Norwegian, English, GermanProgramming languages (1)
Github contributions (5)
larsmus/master-code
Mar 2020 - Jun 2020
Contributions:28 commits in 3 months
larsmus/Self_study_notes
Feb 2019 - May 2019
Contributions:1 push, 1 branch in 3 months
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