Freelancer profile translated to English.

Description

🚀 Data & AI Engineer | Python Developer

Available 1 to 2 days per week for innovative projects!

3+ years of experience in Data Science and Machine Learning Engineering, focused on developing AI solutions.

Expertise covering the entire data and AI project pipeline, from design to industrialization.

🔧 Technical Skills:

Advanced Python development and modular architectures
NLP and RAG systems
Machine Learning and Deep Learning
LLMs and frameworks: LangChain, OpenAI, Anthropic Claude
Data Science and statistical analysis
Vectorization and semantic search

🛠️ Technical Stack:

Cloud: AWS, Pinecone Vector DB
Containerization: Docker, docker-compose
CI/CD: Git, GitLab
APIs: FastAPI, Flask
ML Frameworks: TensorFlow, PyTorch, Scikit-learn
Data: Pandas, NumPy, Matplotlib, Seaborn
Databases: PostgreSQL, MongoDB
Tools: Streamlit, Chainlit, Airbyte, BERT

🎯 Specialties:

Design of asynchronous and scalable data pipelines
Development and evaluation of ML/DL models
Integration of LLM models into production
Modular and maintainable architectures
Data analysis and predictive modeling
Predictive maintenance and time series analysis

💼 Project Experience:

Industrialization of ML models in the cloud
Design of AI systems with the latest NLP advancements
Optimization and scalability of data solutions
Implementation of data warehouses and pipelines
Development of APIs and AI integration into existing products

🌟 Strengths:

Pragmatic approach to AI integration
Translation of business problems into technical solutions
Technological watch on AI and Data Science innovations
Excellent communication and project management skills

📞 Contact:

Feel free to contact me now. I am available to help you with your project!
*

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Lyon (up to 50km), Paris (up to 10km)

Tenacy (ex AugmentedCISO)
Data Scientist | ML Engineer
March 2022 - March 2024 (2 years and 1 month)
Lyon, France
Responsibilities:

• Creation of a data warehouse for anonymized customer data to understand platform usage, using Docker, Nginx, FastAPI, SQLAlchemy, Alembic, Git, and Postgres.

• Implementation of a data collection system from various servers to a central database. Collection using Airbyte and Meltano ETL.

• Data processing and transformation using Meltano, Dbt, and SQL.

• Setup of Metabase, a platform for creating and visualizing dashboards for sales, development, and management teams.

• Deployment of a server with a language model to accelerate customer onboarding. This model is integrated into Tenacy's web platform and usable by over 2000 Tenacy users.

• Implementation of a generative AI (Large Language Model) in Python with Llama CPP, Deepseek-coder, Huggingface.

Technical Environment:

• Backend: Python, Flask, FastAPI, SQLAlchemy, Alembic, Postgres
• Frontend: vue.js
• Machine Learning: Pytorch, BERT, Sentence-Transformers (sBERT), Huggingface
• Deployment: Ansible, Docker, Docker-compose, Nginx, Git, Gitlab CI/CD
emlyon business school
Instructor
January 2023 - April 2023 (4 months)
Lyon, France
Instructor for the "Introduction to Python" module at EM Lyon, taught in English for Master's students, concurrently with my permanent position at Tenacy.
Esker France
Machine Learning Engineer
February 2021 - July 2021 (6 months)
Lyon, France
Responsibilities:

• Study of the state-of-the-art in text classification from OCR software output (Character Recognition).

• Creation of labeled datasets of photos and texts to build and measure the performance of our learning models.

• Creation and performance measurement of several multi-occurrence detection models.

• Fine-tuning of a language model (BERT) with our data. Training of Machine Learning and Deep Learning algorithms on GPUs on an internal server.

• Creation of a model for classifying expense categories with over 90% accuracy.

• Integration of the prototype into a Docker container.

Technical Environment:

• Python, TensorFlow, PyTorch, FastText, Docker, Flask, Git, Azure
• Internal servers with Nvidia GPUs
• Agile methodology with Scrum Master