Freelancer profile translated to English.

Description

Passionate about data science, I enjoy taking on challenges, questioning myself, and approaching each new subject without preconceived notions.

I have experience in all areas of data analysis with some knowledge of devops.

My initial theoretical training in mathematics and probability research has given me the keys to understand the theory of data science as well as potential engineering notions necessary to carry out a project successfully.

I am particularly interested in the architecture of neural networks, their indispensable adaptation to best process a particular dataset.

I am also curious and eager to master the long-term stability of a predictive system. Define the right mathematical tools to measure the performance of a predictive algorithm.

Industry field of expertise

Languages

English
Fluent
Portuguese
Fluent
French
Native or bilingual

Workplace preferences

Can work on-site

Lyon (up to 50km), Paris (up to 20km)

Ia_sol
Data Scientist
January 2023 - March 2024 (1 year and 2 months)
Image analysis. Sales forecasting, chatbot, NLP, RAG
Document, invoice, certificate analysis, OCR
Deep Learning Gradient boosting FastAPI Python Development
OpenStudio
Data Scientist
ENERGY AND UTILITIES
November 2019 - October 2022 (3 years)
Le Puy-en-Velay, France
Detection of fraudulent files by gradient boosting.
Preprocessing work.
Document recognition by deep learning methods
Document verification by OCR and interest point method (sift, ...)
Machine learning XGBoost LIghtGBM TensorFlow keras Pandas MySQL Deep Learning OCR FastAPI Docker Tesseract Sift
Université Clermont Auvergne
Contract Researcher in Data Science
EDUCATION AND E-LEARNING
September 2017 - June 2019 (1 year and 10 months)
Le Puy-en-Velay, France
Use of raw images to calculate fat content.
Dataset generation with GIMP
Work with little data.
Segmentation by deep learning
Specific neural network architecture with a few specific neurons
Deep Learning Python Development OpenCV keras Numpy Pandas Scikit-learn Matplotlib GIMP