Perceval Wajsbürt

NLP Engineer at AP-HP, Assistance Publique - Hôpitaux de Paris

Paris, Ile-de-France
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Summary

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Senior
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Perceval Wajsbürt is an NLP engineer with a PhD in medical natural language processing from Sorbonne Université and over 10 years of experience building ML-driven solutions for clinical and industrial settings. At AP-HP he applies deep learning and structured prediction to extract and normalize entities from clinical documents, bridging research-grade methods with production needs. Trained at CentraleSupélec and Université Paris-Saclay in machine learning and software engineering, he combines strong engineering practice with a research focus on low-data, multilingual and structured-entity problems. His background includes deploying interpretability algorithms and full-stack projects—from VR streaming platforms to clinical coding tools—reflecting a rare mix of ML theory, UI development and system integration. Active on GitHub, he maintains projects that surface his interest in structured prediction models, knowledge representation and reproducible ML tooling.
code10 years of coding experience
job2 years of employment as a software developer
bookDoctor of Philosophy - PhD, Natural Language Processing in medical documents, Doctor of Philosophy - PhD, Natural Language Processing in medical documents at Sorbonne Université
bookMEng in Engineering, Informatique, Major de promotion SI 2018, MEng in Engineering, Informatique, Major de promotion SI 2018 at CentraleSupélec
bookMaster 2 - AIC (Apprentissage, Information, Contenu), Machine learning, Master 2 - AIC (Apprentissage, Information, Contenu), Machine learning at Université Paris-Saclay
languagesFrench, English, German
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Stackoverflow

Stats
458reputation
23kreached
4answers
1question
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Github Skills (118)

notebook10
python10
entity-linking10
deep-learning10
cython10
medical10
pdf-document10
ai10
neural-network10
rule-based10
nlp10
developer-tools10
french10
artificial-intelligence10
mkdocstrings10

Programming languages (6)

TypeScriptC++CSSJavaScriptJupyter NotebookPython

Github contributions (5)

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percevalw/pysimstring

Jul 2022 - Apr 2025

Python Simstring bindings for Linux, OS X and Windows
Contributions:3 releases, 8 PRs, 44 pushes in 2 years 8 months
linuxpythonwindows
percevalw/rich-logger

Feb 2021 - Dec 2022

Table logger using Rich
Contributions:6 releases, 36 commits, 10 PRs in 1 year 10 months
loggerlogging
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