Freelancer profile translated to English.
Back to original languageAbout Gilles
Data Scientist for 3 years, I have mainly worked on Python for data analysis and setting up prediction models for tasks such as:
- evaluating the probability that an email we wish to send will generate a bounce (algorithm trained on over 10 million emails)
- predicting the storage duration of containers in port terminals (100,000 containers)
I also participated in two 3-month projects for the data for good association (scraping Yelp and TripAdvisor data to create a map of restaurant hygiene in Paris and thematization of political proposals for Make.org).
Furthermore, I created a data visualization website on the issue of loss of autonomy and family caregivers (using a Boostrap framework and D3.js for the dynamic graph).
Finally, I also have a business side which means I seek to precisely understand the company's problem (its needs) before diving into the code.
English
Fluent
Spanish
Fluent
French
Native or bilingual
Can work on-site
Paris (up to 50km), Paris (up to 10km), Nantes (up to 10km), Rennes (up to 10km)
Experience
- EvidenceB
On Malt
Data ConsultantEDUCATION AND E-LEARNINGDecember 2019 - December 2019 (1 month)Paris, FranceI participated in various scoping meetings for the Adaptiv'Math project to share the project's progress with all stakeholders. I started simulating client-server data to prepare for data ingestion and feature engineering for the clustering and multi-armed bandit algorithms we would use later. - EvidenceBData ConsultantEDUCATION AND E-LEARNINGOctober 2019 - October 2019 (1 month)Paris, FranceI participated in several meetings/conferences to coordinate the progress of the Adaptiv'Maths project.I started developing a Django application to build a dashboard for analyzing the use of the platform we are creating by students and teachers.
- EvidenceBData ConsultantEDUCATION AND E-LEARNINGSeptember 2019 - September 2019I familiarized myself with the topics covered by EvidenceB, both at the business and technical level.I then used my technical skills to popularize our projects to other stakeholders we work with.
Reviews
Thierry
EvidenceB
Reviewed on 11/1/2019
Perfect management of a complex AI project with multiple partners and labs.
Thierry
EvidenceB
Reviewed on 12/23/2019
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Education
- MSc X-HEC EntrepreneursX-HEC2019La pédagogie X-HEC entrepreneurs est très orientée vers la pratique avec des mises en situation nombreuses lors desquels les élèves sont amenés à résoudre des problématiques business. Une formation très pragmatique qui nous amène constamment à sortir de notre zone de confort. De plus la qualité des intervenants et la diversité de leurs projets nous donne une vision très large de l'entrepreneuriat. Une partie du programme (4 mois) s'est déroulée à l'université de Berkeley ou nous avons été plongé au coeur de l'environnement de la Silicon Valley.
- Master Statistician EngineerENSAE2018La formation de l'ENSAE est très orientée mathématiques appliquées avec une forte composante statistique. On y apprend également la programmation et la mise en place de projets de data science de A à Z. Il s'agit d'une formation qui mise avant tout sur l'excellence académique.