Natalie Widmann

Datenjournalistin Im SWR Data Lab

Germany
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Summary

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Senior
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Natalie Widmann is a data scientist and datenjournalistin with 11 years of experience applying machine learning, NLP and data analysis to journalism, human rights and civic-tech projects. Currently at SWR Data Lab and working freelance, she builds scalable pipelines for information extraction, semantic search and automation while also teaching journalists to understand and use algorithms responsibly. Previously she led a data science team at an innovation agency and developed ML tools for HURIDOCS, combining technical rigor with domain-focused product thinking. Trained in Cognitive Science and Artificial Intelligence, she excels at translating complex AI concepts into practical workflows and clear explanations for non-technical stakeholders. A pragmatic problem-solver, she often pairs automated document and satellite-data analysis to surface investigative leads that would be tedious to find by hand.
code11 years of coding experience
job7 years of employment as a software developer
bookMaster's degree, Artificial Intelligence, Master's degree, Artificial Intelligence at Radboud University
bookBachelor's degree, Cognitive Science, Bachelor's degree, Cognitive Science at University of Tübingen
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Stackoverflow

Stats
1reputation
35reached
0answers
1question
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Github Skills (56)

grafana-plugin9
elasticsearch9
mysql9
dashboard9
monitoring9
analytics9
pdf9
prometheus9
data-visualization9
corpus8
datasource8
influxdb8
go8
wordnet8
json-api8

Programming languages (4)

TypeScriptRJupyter NotebookPython

Github contributions (5)

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Tilana/lda

Mar 2016 - May 2020

Contributions:175 commits, 166 pushes, 1 branch in 4 years 2 months
MediaUncovered/NewsAnalysis

May 2017 - Jun 2020

use word embeddings to uncover bias in newspapers
Contributions:87 commits, 1 PR, 67 pushes in 3 years 1 month
nlpldaword-embeddingsembeddingscorpus
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Natalie Widmann - Datenjournalistin Im SWR Data Lab