Freelancer profile translated to English.
Back to original languageAbout Joël
Graduate of École Centrale Paris and École Normale Supérieure de Cachan where I completed the MVA Master's program (Mathematics Vision Learning), I had the opportunity to work on multiple projects such as:
- Predicting attrition and credit subscription
- Detecting anomalies in temporal data
- Classifying and segmenting documents
- Extracting information from documents.
- Detecting visual elements (signatures, stamps, checkboxes) in documents
- Detecting and parsing financial tables in annual reports
All these projects require a good command of classical Machine Learning, Computer Vision, and NLP algorithms.
Some of these projects have been industrialized in a Big Data environment and others in the form of APIs.
I offer my technical and project management skills to assist you in the development and industrialization of data science-based solutions that address your issues.
English
Fluent
French
Native or bilingual
Remote only
Primarily works remotely
Experience
- Société Générale - CIBData scientistBANKING AND INSURANCEJuly 2020 - Today (6 years)Paris, France- Detecting anomalies in temporal data- Classifying and segmenting documents- Extracting information from documents.- Detecting visual elements (signatures, stamps, checkboxes in documents)- Detecting and parsing financial tables in annual reports
- Carbone FarmersDevelopment and integration on Azure of a tool for extracting tables from PDFs and aggregating dataDecember 2023 - February 2024 (2 months)- Use of Azure OCR services for text and table recognition- Extraction of meta data present in the document- Parsing of tables and various data aggregation algorithms- Development of an API and a Streamlit application- Deployment and integration of solutions in an Azure environment
- Institut Louis BachelierData scientistEDUCATION AND E-LEARNINGAugust 2018 - August 2019 (1 year)Paris, FranceDuring this period, I was a data scientist consultant within the ILB's datalab where I had the opportunity to work on various projects:- Taking over a project on predicting attrition for a leader in the banking sector and industrializing it in a big data environment- Predicting life events by analyzing the temporal variation of the structure of household expenses- Algorithms for classifying research articles
Reviews
Flavian
Carbone Farmers
Reviewed on 2/5/2024
Joël was able to perfectly meet our needs, on time and in a very professional manner. Communication is fluid and pleasant, Joël is responsive and attentive.
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Education
- MVAÉcole normale supérieure de Cachan2020Machine & Deep Learning Natural language processing Computer Vision
- EngineerCentrale Paris2020Statistiques & Probabilités Machine Learning Reinforcement Learning