Freelancer profile translated to English.

Description

Senior research engineer in chemometrics (University of Lyon, 14+ years), I support R&D and industrial clients in leveraging complex analytical data for robust decision-making: understand, predict, optimize, industrialize.

Fields: LC/GC-MS (metabolomics/lipidomics), MALDI-MSI, Raman/NIR spectroscopy, formulation & processes.

Skills: DoE & QbD, signal processing, PCA/PLS/OPLS, ML (regression/classification), validation, workflow transfer & automation (Python/R).

Experience: ANR/IHU/ANSES projects and academic/industrial collaborations (Sanofi, Silab…). 40+ publications, 3 patents.

Typical deliverables

Design of experiments + analysis + recommendations (robustness, industrial constraints)

Predictive/interpretable models + validation + decision-making report

Reproducible Python/R notebooks + pipeline + training/transfer to teams

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Remote only

Primarily works remotely

Université du Québec à Chicoutimi
Associate Professor
FASHION AND COSMETICS
September 2024 - October 2024 (1 month)
Québec, Canada
Implementation of mixture designs for solar product development.
Multivariate analysis of these results.

Implementation of mixture design courses for students in DESS (Master's degree) in cosmetology.
LEON GROSSE
Consultant
CIVIL ENGINEERING
November 2018 - Today (7 years and 7 months)
Villeurbanne, France
Implementation of mixture designs for the formulation of construction products.
R&D Scientific outreach Design of experiments Formulation Chemistry Construction
Université Claude Bernard Lyon 1
Data scientist - Study Engineer - Head of Chemometrics Resources
RESEARCH
February 2011 - Today (15 years and 4 months)
69100 Villeurbanne, France
Research:
- Development of chemometrics and Machine Learning models on mass spectrometry data (LC-MS, GC-MS, ...) for biomarker discovery in health and environment. Studies conducted in collaboration with Hospices Civils de Lyon
- Development of QSAR / QSPR models by coupling descriptors from DFT (Theoretical Chemistry), docking, and NMR data.
- Expert in implementing design of experiments and mixture designs in chemistry fields.

Teaching:
Initial training: Teaching statistics, design of experiments, mixture designs, and multivariate data analysis (chemometrics) in Bachelor's and Master's degrees at Université Claude Bernard Lyon 1.
Continuing education: Teaching and consulting for industrial clients (L'Oréal, Silab, Sanofi, Léon Grosse, ...) on experimental methodologies (design of experiments) and data analysis (chemometrics and Machine Learning).
Machine learning Algorithmics Chemistry Biology Collaboration Pedagogy Statistical data analysis Programming Scientific outreach Report writing conference Presentation design of experiments mixture designs Formulation

Agatha Frydrych

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4.7

(3)

Baptiste Duhen

Fullstack developer

4.6

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Amed Hamou

Senior Lead Developer

(2)

Audrey Champion

Web developer

4.3

(3)

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PhD, Analytical Chemistry
Université Claude Bernard Lyon 1
2021
Doctorat, Chimie analytique
Master 2, Optimization of Experimental Protocols - OPEX
Université de Bretagne Occidentale
2010
Master 2, Optimisation des Protocoles Expérimentaux - OPEX

Yohann Clement

Data scientist - Chemometrics Consultant

About Yohann

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