Leon Luithlen

Founder at sistemalabs

Berlin Metropolitan Area Germany
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Summary

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Rockstar
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Top School
Leon Luithlen is a Machine Learning Engineer and founder based in Berlin with eight years of experience building production ML systems at scale, including a multilingual recommender serving ~5 million users. He led development and infrastructure for a large codebase—covering modelling with PyTorch and LightFM, FastAPI services, CI/CD, Docker, Terraform and AWS—while shaping product roadmap and mentoring engineers. Leon now focuses on foundation models for non-language data at his startup, bringing an experimental psychology background to bridge human-centered design and ML. He has a history of pragmatic, structured engineering (RfCs, clean MRs) and a taste for crafting bespoke tooling, such as a Scala ML framework and custom KNN implementations.
code9 years of coding experience
job6 years of employment as a software developer
bookEuropean Baccaleaureate, European Baccaleaureate at École Européenne de Bruxelles III
bookBachelor of Science (BSc) Experimental Psychology and Philosophy, Bachelor of Science (BSc) Experimental Psychology and Philosophy at University of Bristol
languagesGerman, French, English
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Stackoverflow

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Github Skills (36)

ai-agent10
memory-management10
open-source10
vector-database10
graph-database10
knowledge-graph10
ai10
pair-programming8
command-line7
keras7
cli7
sonnet6
openai5
speech5
tensorflow5

Programming languages (4)

RustHTMLJupyter NotebookPython

Github contributions (5)

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0xideas/ada

Sep 2020 - Jun 2022

Contributions:244 commits, 2 pushes in 1 year 8 months
leontl/ada-ensemble

Sep 2020 - Nov 2022

Contributions:217 pushes, 1 branch in 2 years 2 months
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