Márton Kardos
NLP Developer at Logiscool Ltd.
Aarhus, Central Denmark Region
Summary
🤩
Rockstar🎓
Top SchoolMárton Kardos is an NLP developer based in Aarhus with a decade of experience applying research-driven methods to humanities-focused natural language processing. He specializes in topic modeling and Bayesian statistical models, prioritizing model interpretability, explicit assumptions, and performance-tuned Python implementations. At the Center for Humanities Computing he develops and researches NLP methods that bridge academic inquiry and practical tooling, while also teaching programming at Logiscool. He’s as comfortable producing fast, production-ready code as he is crafting clear, colorful visualizations that make complex models accessible. An avid musician, he brings a creative perspective to problem framing and a knack for making code “go brrrr” without sacrificing rigor.
10 years of coding experience
Bachelor's degree, Kognitionsvidenskab, Bachelor's degree, Kognitionsvidenskab at Aarhus Universitet
Stackoverflow
93reputation
14kreached
4answers
7questions
Github Skills (129)
similarity-search10
multilabel-classification10
benchmark10
neural-search10
semantic-search10
sklearn10
deep-learning10
bug-reporting10
embedding10
clustering10
latin10
topic-modeling10
nlp10
sentence-embeddings10
sentence-transformers10
Programming languages (5)
Github contributions (5)
x-tabdeveloping/turftopic
Nov 2023 - Apr 2025
Robust and fast topic models with sentence-transformers.
Contributions:4 releases, 40 reviews, 73 PRs in 1 year 4 months
contextualllmtopic-modelingtransformers
x-tabdeveloping/topicwizard
Sep 2022 - Mar 2023
Powerful topic model visualization in Python
Contributions:2 reviews, 62 commits, 35 PRs in 5 months
pythontopic-modeldata-visualizationmodel-visualizationvisualization
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