Freelancer profile translated to English.

Back to original language

Description

A mathematician by training, I started using Python 6 years ago to do Artificial Intelligence and Data Science.

My specialties in AI are: Computer Vision and NLP.

Specifically, I can handle the different stages of your artificial intelligence project:

- Data collection using scraping tools such as BeautifulSoup or Selenium

- Data storage in databases (MongoDB)

- Data cleaning using the Pandas, Numpy, and NLTK libraries.

- Data visualization using Matplotlib, OpenCV, and Seaborn

- Training Deep Learning models on this data to obtain an AI tool that meets your expectations using the TensorFlow, Keras libraries, and BERT models for NLP and YOLO for Computer Vision.

- Optimization of parameters and code (execution speed, memory usage...)

- API creation with FastAPI

My expertise will be equal to your challenges!

Industry field of expertise

Languages

French
Native or bilingual
English
Native or bilingual
Spanish
Fluent
Japanese
Basic

Workplace preferences

Remote only

Primarily works remotely

MOBEYE
Image Recognition Researcher
RETAIL (LARGE RETAILERS)
April 2019 - November 2019 (6 months)
Paris, France
Image recognition researcher, I implemented various micro-services that allowed:
- Stitching photos, i.e., combining multiple overlapping digital images to produce a high-definition panorama.
- Detecting objects in images using a Deep Learning algorithm (YOLOv3) trained on our images stored in a MongoDB database.
- Classifying them using another Deep Learning algorithm.
Python Deep Learning Machine Learning C++ MongoDB Microservices
Ellipse Studio
Python Developer
VIDEO GAMES AND ANIMATION
February 2020 - September 2021 (1 year and 7 months)
Paris, France
- Continuous integration in Python via a CI/CD pipeline on Gitlab for adding software features to Maya and Shotgun.
- Implementation of a Deep Learning algorithm in NLP (BERT) for automatic script analysis and data extraction from text documents.
Python 3 NumPy Agile Method Matplotlib Back-End Development API SQL MongoDB Pandas NLP NLTK Gitlab CI/CD Docker
Topi Games
Python Developer
ENTERTAINMENT AND LEISURE
October 2021 - March 2023 (1 year and 5 months)
Paris, France
- Python modeling of board games based on popular licenses (Harry Potter, Lord of the Rings, Jurassic World, One Piece).
- Statistical and strategic balancing of games during the production phase.
- Application of mathematical game theory to achieve Nash equilibrium.
Python 3 NumPy Matplotlib Pandas SQL BeautifulSoup