Freelancer profile translated to English.
Back to original languageAbout Jérémy
Data engineer
Azure cloud specialist, I am involved in the production of classic machine learning models with Azure ML as well as in the design of advanced architectures (LLM, computer vision via Azure AI services).
For 4 years, I have trained over 150 AI and data professionals in the Lille region for Microsoft, thus deepening my expertise on Azure.
Coming from an initial career in marketing and holding a double degree in marketing and data, I bring a business vision to machine learning projects.
My technical stack:
- Programming languages and libraries: Python, SQL
- Data analysis: Pandas, matplotlib, powerBI, Spark
- Machine learning and AI: Scikit-learn, TensorFlow, Keras, PyTorch, LangChain, mlflow
- Web development and APIs: HTML/CSS, Tailwind, Django, Streamlit, Gradio, FastAPI
- DevOps and CI/CD tools: Git, GitHub, GitHub Actions, Docker, Terraform
- Data scraping and extraction tools: Scrapy, Beautiful Soup, Selenium, Requests
- Databases and ORMs: MySQL, PostgreSQL, SQLite, MongoDB, DuckDB, SQLAlchemy, SQLModel
- Operating systems and commands: Linux, Windows, macOS, bash
- Agile methods and tools: Scrum, Kanban, Jira
French
Native or bilingual
English
Fluent
Can work on-site
Lille (up to 50km), Paris (up to 10km)
Experience
- MicrosoftLead Trainer - Microsoft AI School By SimplonOctober 2024 - Today (1 year and 8 months)Lille, FranceEnd-to-end machine learning project achievements:
- Machine learning with TensorFlow, scikit-learn, Pytorch, Langchain
- MLops with MLflow, Azure ML, EvidentlyAI
- Containerization with Docker
- General monitoring with Azure Monitor, Grafana, Prometheus
- Integration of LLMs into applications
- Data collection with Scrapy and Selenium
- Web application creation with Django, Celery, Tailwind
- REST API creation using FastAPI
- Data management with ORMs (SQLModel, SqlAlchemy) and databases (MS SQL, Postgres, MySQL, mongoDB)
- Project management in Agile mode (scrum, Kanban) and implementation with Jira
- MicrosoftLead Trainer - Data EngineerEDUCATION AND E-LEARNINGSeptember 2024 - Today (1 year and 9 months)Lille, FranceAchievements:
- Automated data pipelines with Azure Data Factory
- Processing large volumes of data with Azure Databricks and Apache Spark
- Deployment of a Data Warehouse on Azure Synapse
- Deployment of Data lakes with Azure Data Lake Storage Gen2
- Workflow orchestration with Apache Airflow
- Infrastructure deployment with Terraform
- Real-time data stream management with Apache Kafka
- SimplonPython and Data Science TrainerEDUCATION AND E-LEARNINGSeptember 2021 - September 2024 (3 years)Lille, FranceContext:Simplon is a training organization specializing in digital professions. I have been involved in several training courses:
- Preparation program for digital professions
- Generative AI familiarization workshop
Achievements (Preparation program for digital professions):- Introduction to the following skills
- Python programming
- Databases
- SQL and the relational model
- Normalization (1NF to 5NF)
- ORMs
- Algorithmics
- Data analysis
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Education
- Data scientistCentraleSupélec2021- Collecter et préparer les données en vue de l’analyse - Programmer des algorithmes de Machine Learning à l’aide du langage Python - Déployer des algorithmes dans le cloud avec les outils du Big Data (AWS, Databricks, Spark) - Communiquer les résultats à des spécialistes ou des néophytes
- Bachelor's Degree - Data AnalysisENSAE-ENSAI2020Licence - Analyse de données