Freelancer profile translated to English.
Back to original languageAbout Florian
Looking to harness the potential of your data? I support your projects from requirements gathering to production, combining scientific rigor with operational pragmatism.
🛠 Tailored solutions:
- Predictive models / Quantitative ML / data analysis
- Generative AI / NLP
- Interactive dashboards / visualization / pipelines
- Back-end development (API, database, scraping)
=> I will guide you from data modeling to its concrete valorization with your teams.
🎯 Key experiences:
- University of Geneva: multivariate time series analysis (movements, speech, voice) to model the dynamics of medical teams in critical situations. Development of indicators, automation of data preprocessing, and creation of an interactive dashboard (Plotly / Dash).
- B Consultant: development of a literature review automation system (web scraping, classification algorithm). Then, as a permanent employee for two years, responsible for the back-end development of the application (API, ML integration, DB management).
- Weeki: design of automated content generation systems (LinkedIn posts, video scripts, ...) and a knowledge management system, based on LLMs (OpenAI / GPT).
🎓 Graduate of a master's degree in applied mathematics, computer science, and cognitive sciences (MIASHS - Lille). Scientific preparatory classes (MPSI / MP).
French
Native or bilingual
English
Fluent
Can work on-site
Aix-les-Bains (up to 50km), Genève (up to 30km)
Experience
- FreelanceData ScientistCONSULTING AND AUDITSMarch 2021 - Today (5 years and 5 months)Development of an application for extracting and classifying scientific articles, as part of the NOE project.Continuation of the TeamVision project as an independent contractor.
- Université de GenèveResearch Assistant - TeamVision ProjectRESEARCHSeptember 2019 - August 2022 (2 years and 11 months)Geneva, SwitzerlandModeling coordination dynamics in medical simulations (cardiopulmonary resuscitation, outpatient emergencies, management of an aggressive patient, ...). Creation of an analysis pipeline and indicators based on participants' body movements and speech. Development of an analytical dashboard prototype. Participation in the writing of a scientific publication.
- Université de GenèveResearch Intern in Affective Sciences - EmoDemos ProjectRESEARCHFebruary 2019 - August 2019 (7 months)Geneva, SwitzerlandModeling cognitive and socio-emotional development in a population of young musicians. Field acquisitions, use of linear mixed-effects models, data analysis, participation in a publication submitted for peer review.
Recommendations
Be the first to recommend Florian
Help this freelancer shine by sharing your experience working together.
These freelancer profiles also match your criteria
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Education
- Master 2 (M2), Cognitive Science for BusinessUniversité de Lille − sciences humaines et sociales2019Master 2 (M2), Sciences Cognitives pour l'Entreprise