Freelancer profile translated to English.

Description

Coming from a scientific background in mathematics-computer science and then specialized in AI, I contribute to your data projects, from the development of a proof of concept to its integration. Having worked with several types of data during my experiences, I have a vast field of expertise, particularly in computer vision and natural language processing.

Languages

English
Fluent
French
Native or bilingual
Bulgarian
Native or bilingual

Workplace preferences

Can work on-site

Paris (up to 50km)

Direction générale des douanes - DGDDI
Data scientist
SOCIAL NETWORKS
March 2022 - April 2022 (2 months)
Paris, France
Fraud detection on social networks:

- Development of text classification models based on deep learning (BERT, FastText)

- Implementation of a semi-automated workflow for training dataset annotation

- Interaction of models with internal databases
NLP Deep Learning Python Spacy Web Scraping SQL
Crédit Agricole (DataLab)
Data scientist
BANKING AND INSURANCE
October 2020 - March 2021 (5 months)
Montrouge, France
Automatic extraction of textual fields from banking documents (tax returns, etc.):

- Optimization of internal OCR

- Automation of processes for ingesting and annotating training datasets
Deep Learning Python NLP Computer vision TensorFlow Machine learning
Calfa
Data scientist
TECH
August 2019 - August 2022 (3 years and 1 month)
Paris, France
Text recognition on old oriental manuscripts:

- Development of an end-to-end model: layout analysis, text recognition, post-processing with NLP models

- Development of a Python API for analyzing and recognizing scanned documents

- Contribution to the development of a semi-supervised document annotation platform

- Publication of two articles at ICDAR 2021
OCR Deep Learning Machine learning NLP Computer vision Python Pytorch

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Master of Science for Engineers, Image and Sound for Intelligent Systems
Pierre and Marie Curie University (Paris VI)
2017
Bachelor's degree in Mathematics-Computer Science, Mathematics major, Physics option
René Descartes University (Paris V)
2014

Data Scientist

Boris Dupin

Data Scientist

About Boris

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