Guy Rostan DJOUNANG NANA
Data Scientist | AI & Machine Learning Engineer (M
Salaire / Taux journalier
91120 Palaiseau, France
Freelance, ouvert au CDI
Expertises
Langues
À propos
Introduction
With a strong foundation in Artificial Intelligence and Data Science from Télécom Paris and MIT IDSS, I recently served as a Research and Development Engineer at Go2Scale, where I contributed to optimizing CI/CD pipelines through symbolic, metaheuristic, and statistical approaches. My work included defining pipeline quality models, scoring systems for GitLab CI/CD jobs, and leveraging NLP for code similarity studies. At Go2Scale, I collaborated with cross-functional teams to analyze GitLab open-source projects and enhance CI/CD processes, demonstrating my expertise in DevOps concepts and Artificial intelligence. My current academic pursuit at Télécom Paris aligns with my commitment to driving innovation in AI and MLops, while my technical skills and analytical mindset position me to contribute diverse perspectives and impactful solutions to forward-thinking organizations.
Expérience de travail
AI Engineer
Docorga
juil. 2026 - oct. 2026
4 mois
Bayonne, France
Orchestration d'agents IA non-intrusifs Protocols d'interopérabilité d'agents: MCP, A2A, ACP Sécurité des agents Design architectural d'un système multi-agents (SMA) d'AI Coding local et début d'implémentation
Plumber
déc. 2021 - mai 2024
2 ans 6 mois
Montpellier, France
Research And Development Engineer
mars 2022 - mai 2024
2 ans 3 mois
Montpellier, France
Working in collaboration with the @LIRMM on Automatic identification of optimal configurations of CI/CD Pipeline using Symbolic, Metaheuristic and Statistical approaches. - Definition of a CI/CD Job an d Pipeline Model Quality and build of a scoring system of GitLab CI/CD Jobs and Pipelines that could be further used for CI/CD Jobs ans Pipelines Recommandation - Study of code similarity for CI/CD Jobs (usage of NLP) - Scraping and analyzing GitLab open source projects
DevOps Developer
déc. 2021 - mars 2022
4 mois
Montpellier, France
Building GitLab CI/CD jobs
Teaching Assistant
University of Montpellier
janv. 2023 - mai 2023
5 mois
Montpellier, France
Assistant in tutorials and practical work for 2nd year computer science degree students for the course "Modeling and Object-based programming II" (HAI401I), which covers advanced aspects of Java programming (in particular exceptions, assertions, generic classes, annotations and introspection) and dynamic diagrams in UML.
Data Scientist Intern
La Banque Postale
avr. 2021 - oct. 2021
7 mois
Nancy, France
Usage of AI algorithms to detecting fraudulent bank operations (KMeans, Local Outlier Factor, Isolation Forest, One-Class SVM, Random Forests, Logistic Regression,...) - Vulgarization of AI concepts among SOC (Security Operations Center) members - Building Dashboards and Analyzing Data with Splunk
Computer Science Engineer Internship
LIMOS
oct. 2019 - mars 2020
6 mois
63170 Aubière, France
Development of a web platform for temporal series analysis algorithms + interface machine learning algorithms developed by former PhD students + Time series data visualization
Web Developer
Agence Nationale des Infrastructures Numériques et des Fréquences (ANINF)
déc. 2018 - mai 2019
6 mois
Libreville, Gabon
Consultant
PetroGabon Entreprise
août 2016 - oct. 2016
3 mois
Libreville, Gabon
Reconstitution of the database of invoices and delivery notes
Formation
MIT Institute for Data, Systems, and Society (IDSS)
Data Science and Machine Learning: Making Data-Driven Decisions, Data Science, Machine learning
2024 - 2025
6 mois
Universite de Lorraine
Master of Science - MS, Business Intelligence
2020 - 2021
1 an 2 mois
Institut Africain d'Informatique (IAI-GABON)
Engineer's degree, Computer Science
2015 - 2019
4 ans 1 mois
University of Douala
Master's degree, Algebra, Analysis and Geometry
2010 - 2015
4 ans 10 mois
Licences et certifications
GitHub Actions
Délivré le : sept. 2026
PCA: Prometheus Certified Associate
Délivré le : juil. 2026
LFS241: Monitoring Systems and Services with Prometheus
Délivré le : févr. 2026
Kubernetes for Developers (LFD259)
Délivré le : déc. 2025
GitHub Copilot
Délivré le : sept. 2025
KCNA: Kubernetes and Cloud Native Associate
Délivré le : juin 2025
AI Agents Fundamentals
Délivré le : mai 2025
MLOps Engineer
Délivré le : mai 2025
Develop generative AI apps in Azure AI Foundry portal
Délivré le : mars 2025
Containerization and Virtualization with Docker and Kubernetes
Délivré le : févr. 2025
Natural Language Processing
Délivré le : févr. 2025
End-to-end machine learning operations (MLOps) with Azure Machine Learning
Délivré le : févr. 2025
DP-100 Azure Data Scientist Associate Complete Exam Guide
Délivré le : févr. 2025
Building Recommendation Engines in Python
Délivré le : févr. 2025
Streamlit : Déployer son app de Machine Learning sur le web
Délivré le : janv. 2025
Deploy and consume models with Azure Machine Learning
Délivré le : janv. 2025
Train and manage a machine learning model with Azure Machine Learning
Délivré le : janv. 2025
Optimize model training with Azure Machine Learning
Délivré le : janv. 2025
Experiment with Azure Machine Learning
Délivré le : janv. 2025
Explore and configure the Azure Machine Learning workspace
Délivré le : janv. 2025
Machine Learning Engineer
Délivré le : janv. 2025
Design a machine learning solution
Délivré le : déc. 2024
IA Générative Appliquée - Agents LLMs
Délivré le : déc. 2024
Retrieval Augmented Generation (RAG) with LangChain
Délivré le : nov. 2024
Developing LLM Applications with LangChain
Délivré le : nov. 2024
ChatGPT Prompt Engineering for Developers
Délivré le : nov. 2024
MLOps Fundamentals
Délivré le : oct. 2024
Data Scientist
Délivré le : sept. 2024
Reinforcement Learning with Gymnasium in Python
Délivré le : sept. 2024
Avoir de la conversation
Délivré le : sept. 2024
Associate Data Scientist
Délivré le : juil. 2024
Microsoft Certified: Azure Fundamentals
Délivré le : juin 2021
Microsoft Certified: Azure Data Fundamentals
Délivré le : juin 2021
Microsoft Certified: Azure AI Fundamentals
Délivré le : avr. 2021
Scrum Foundation Professional Certificate (SFPC) - (English)
Délivré le : juin 2020
Certificat de formation au tutorat ZupdeCo
Délivré le : mai 2020
Oracle Certified Associate, Java SE 8 Programmer
Délivré le : févr. 2018
LPIC-1
Délivré le : mai 2017