Freelancer profile translated to English.
Back to original languageAbout Matthieu
Bonjour,
Je m’appelle Matthieu et je peux travailler pour vous en analyse de données ou en **data science --Site web ➡️
1. Qu'est-ce qu'une donnée ?
Une donnée permet d'obtenir une information, mais structurellement c'est simplement une différence qui fait la différence. Ce peut-être un nombre, un signal, un battement de coeur, un pépiement d'oiseau...
2. Qu'est-ce qui a changé ?
On peut désormais tout encoder, stocker et traiter. Les puissance de calcul (GPU) permettent de croiser les modèles rapidement en réduisant les risques d'erreurs.
🔹 Data Analysis
Nettoyage, structuration et visualisation de données et de points de données.
🟢LIVRABLES : Mise en place de KPI, tableaux de bord, analyse exploratoire, qualité des données, stratégie de captation
🔹 Data Science & Machine Learning
Recherche de corrélations, Modèles prédictifs, Classification, Segmentation.
La data science repose sur la maitrise des languages informatiques : machine learning et deep learning. On dépasse le traitement des données numériques, pour traiter aussi des données complexes sur des volumes très importants (big data).
🟢 LIVRABLES : Prédiction, modèles pour une application (backend)
3. Quelques use case data ?
Data analysis → comprendre l’existant : qualité, nettoyage, visualisation, KPI.
Exemple : je dois produire 1000 KPI tous les jours en tant réel sous la forme de graph avec une granularité différente selon l'utilisateur (direction, opération). Ca me permet de comprendre
Data science → apprendre et prédire : modèles, machine learning, deep learning
Exemple : Je dois comprendre la relation entre mon taux de succès possible et mes caractéristiques par rapport à ceux de mes concurrents, crée un matching, valider un prix
KEYWORDS : Data analyst freelance, Data scientist freelance, Python, Pandas, API, GCP, Matplotlib, Sickit-learn, TensorFlow, Keras, Machine Learning, Deep learning, supervisé, non-supervisé, model
French
Native or bilingual
English
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- Bootcamp wagon dataData Scientist / AnalystCONSULTING AND AUDITSSeptember 2025 - November 2025 (2 months)Paris, FranceAs a Digital Consultant and Data Scientist💼, I have worked on complex projects that you can find in my portfolio: organization, digitalization and transformation, creation of an Edtech, and today data science projects following the Wagon bootcamp 🐍.I work on processes, digitalization, and data.
- ⚙️Processes: I have complete experience in management of organizations and HR; I have also been a teacher on this topic 😁.👨🏫!
- 🖥️Digital: I created an e-learning SaaS software with 3 courses in collaboration with a technical team (project manager role).
- 📊Data: Data visualization mission using Power BI and Excel, and data science training: to create machine and deep learning models.
🔗 Useful linksData science project: https://moneyballer.streamlit.app/Portfolio: https://bit.ly/portfolio_mouillonBlog: https://www.human-station.comEmail: [email protected] - Education NationaleManagement Sciences TeacherEDUCATION AND E-LEARNINGSeptember 2024 - Today (1 year and 11 months)Neuilly-sur-Seine, France
Certified Teacher in Management of Business Sciences and Digitalization
Achievements:- Conducting training sessions in secondary education
- Creating course content: written notes and materials
-> I offer several courses on organizational redesign, which you can find on my website (https://human-station.com/catalogue):- Human Resources Course: motivation, payroll, organization
- Digital Course: process mapping, automation, ERP, PGI, HRIS
- Finance and Strategy Course: accounting and performance, steering
- Creation Course: CRM, servers, hosting, processes, software
Or in PDF version in my portfolioExample missions:creation of in-person or online courses, conducting training sessions - Bonheur au travailTraining ManagerBANKING AND INSURANCEMarch 2023 - Today (3 years and 5 months)Paris, France
Transition Manager Mission
Sector:Banking,Context:supporting the client in a temporary maternity leave replacement contextChallenges:upskilling of service/customer teamsManagement and Steering
Management:- Manage teams and develop their skills,
- Collect needs, define objectives and roadmap,
- Equip the department, particularly in training law (Qualiopi, certifications) and pedagogical engineering (curriculum development).
In terms of steering, I have had to:- Redesign steering tools, structure dashboards in Excel or Power BI,
- Automate reporting,
- Measure and track deviations from objectives,
- Structure professional and skills frameworks,
- Write UX stories for the new platform.
HRIS Mission
In the retail sector, supporting a large Group on a project to harmonize professional and activity/process frameworks.Challenges: preparing data collection for Workday implementationThese projects aimed to redesign and harmonize professional frameworks for the implementation of **WORKDAY**. I had to:- Analyze the existing situation,
- Write scoping notes,
- Implement governance and project management bodies
- Define the action plan, project monitoring
- Structure nomenclature to reconcile different frameworks
- Update the glossary for data model structuring
- Conduct impact studies for future integrations
- Redesign certain processes
In each case, data analysis (collection, processing, analysis) was an important aspect.-> Possible mission examples:identifying future skills, harmonizing professional and skills frameworks, defining training quality criteria for certification purposes, building dashboards
Recommendations
Be the first to recommend Matthieu
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
- Diplôme IEPG, Économie, Sciences HumainesSciences Po Grenoble2007Sciences Po Grenoble
- Master II Droit public, Préparation EnaUniversité Paris 1 Panthéon-Sorbonne2010Master II Droit public, Préparation Ena