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Mohamed-L'Oréal Corporate / CMDO
7/24/2024
It's a pleasure working with you, Theo. Your work is flawless! Once you understand what needs to be done, you execute it perfectly and even go above and beyond expectations.
Skill set
Top skills
Additional skills (21)
Théo in a few words
Graduated with a Master's degree in Computer Science and a Master's degree in Data Science, I have been freelancing for 5 years, specializing in back-end development and data engineering. I have collaborated with large companies, providing innovative and high-performance solutions, particularly in back-end development (Flask, FastAPI, Django), ETL creation, and cloud environments (GCP/AWS).
I am particularly proud of the positive feedback I have received from the companies I’ve worked with, attesting to the quality, reliability, and performance of the solutions I’ve developed. These experiences have allowed me to refine my ability to understand and meet the specific needs of businesses while remaining flexible and innovative in my approach.
As a dedicated and passionate professional, I am always on the lookout for new challenges and exciting projects where I can make a significant contribution.
Only fully remote :) – Adaptable to any timezone.
Experience
- L'Oréal SA - L'Oréal FranceSoftware EngineerFASHION & COSMETICSSeptember 2022 - Today (2 years and 4 months)Part of the L'Oréal Global Analytic and Beauty Tech Team, I played a pivotal role in major projects, focusing on automatizing and optimizing analytical processes and enhancing cloud sustainability.• Engineered an internal application for the automation of various analytics processes and asset creation• Achieved an astounding 99% time reduction for analytical teams through the processes automated.• Implemented ETL processes, crucial for updated of data.• Introduced robust Unit and Functional Testing measures, underpinning application reliability.• Instituted a CI/CD pipeline to ensure streamlined updates and deployments.• Lead dev on the conception and development of data collector, capturing monitoring metrics across all of L'Oréal's global cloud providers. This was crucial in predicting and analyzing energy consumption patterns, reinforcing the company's commitment to sustainability.• Played an instrumental role in quantifying the energy footprint of cloud operations, providing actionable insights for sustainable energy use.• Key accomplishment: - Average of 99.9% time reduction for the analytical teams on the processes automated (from months to hours)
- DI ENVIRONNEMENTSoftware EngineerCIVIL ENGINEERINGJanuary 2019 - September 2022 (3 years and 7 months)I worked on the creation of the ERP system in Python for DI Environnement, world leader in asbestos removal.This system has since been incorporated as an essential tool for the company's day-to-day operations.• Creation of Python modules• Developed a robust RESTful API infrastructure with over 100 endpoints.• Managed and maintained server operations on Debian 9• Instituted Unit and Functional Testing protocols, ensuring seamless operation and reliability of the developed applications.• Continuously enhanced performance through code and SQL query optimization.• Supervised and mentored an intern, providing guidance and oversight for project deliverables.• Key accomplishment: Achieved a breakthrough in efficiency by slashing the runtime of the saving algorithm by an average of 94.1%.
- Coding Academy by EpitechEnseignant vacataireEDUCATION & E-LEARNINGDecember 2020 - February 2021 (3 months)Lyon, FranceAfter students completed an intensive 6-month foundational course in programming at the Coding Academy by Epitech, they were presented with the option to pursue a 2-month specialized program. I was given the responsibility to both develop and deliver a comprehensive "Data/AI" program. This curriculum covered essential areas including Python, Data Analysis, ETL, Machine Learning (ML), and Natural Language Processing (NLP).• Comprehensive design and structuring of the "Data/AI" specialization program.• Delivering lectures and facilitating active learning sessions.• Assessed student performance through various evaluations and project submissions. Provided timely and constructive feedback, ensuring students effectively internalized intricate concepts and were well-equipped for professional challenges.• Key accomplishment: Successfully mentored and guided two students, who had never attended college, to secure their dream jobs in a startup.
20 projects on Malt
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Mejdi-L'Oréal S.A - CORPORATE - ex Wallet Mejdi Moumen
4/18/2024
Toujours un réel plaisir de travailler avec Théo. L'efficacité et la bonne humeur est constamment au rendez-vous, que demander de plus ? :-) Merci Théo !
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Mejdi-L'Oréal S.A - CORPORATE - ex Wallet Mejdi Moumen
2/5/2024
Théo nous a rejoint dans le cadre d’un projet d’amélioration continue de notre activité. Sa rapide compréhension des enjeux, sa capacité de (se) poser les bonnes questions, et surtout sa faculté d’adaptation et de mise à niveau technique, ont été grandement appréciées. Théo a su délivrer en temps et en heure un travail d’excellente qualité, et je ne peux qu’émettre un commentaire hautement positif à son sujet. Et cerise sur le gâteau, il est très sympathique ! Merci Théo !
6 recommendations
ML
AS
SS
KF
JB
LD
Maxime Lemanissier and 5 other people have recommended Théo
12/22/2023
Théo est sérieux, motivé et engagé. Il a eu un role et une contribution déterminante pour le succès de notre projet (développement Python/GCP).
8/3/2022
I had the pleasure of working with Theo. He is straight-forward and quickly gets to the point to ask the right questions. This way he quickly gains a deeper understanding of the user group's needs, pains, and desires.
He proactively contributes to how we are improving our collaboration with stakeholders to establish trust and push the boundaries of the status quo.
I highly recommend working with Theo and thank him for the fruitful collaboration.
He proactively contributes to how we are improving our collaboration with stakeholders to establish trust and push the boundaries of the status quo.
I highly recommend working with Theo and thank him for the fruitful collaboration.
8/27/2020
J'ai travaillé avec Théo à plusieurs reprises dans différents contextes techniques et c'est quelqu'un de très rigoureux, qui va au bout des choses, et de façon toujours efficace et réfléchie.
10/16/2018
J'ai travaillé avec Théo sur des projets en Python, j'ai pu remarqué ces compétences et son sérieux dans ce language. Sa qualité de travail est excellente. Théo est à la fois professionnel, rapide et compétent.
9/5/2018
J'ai eu l'occasion de travaillé avec Théo sur de nombreux projets et je peux vous assurer que la qualité de son travaille est juste unique. Rigoureux, dynamique et à la recherche de la perfection, il sait apporter une réelle plus value à chaque projets qu'il s’investit. Il à des bases très solide sur les langages de programmation (Python, C, C++) et sait s’adapter rapidement sur toutes nouvelle technologie. Si vous rechercher un Freelancer compétent et passionné pour vos projets de Data Science, je vous le recommande sans hésiter.
Education
- Master Computer ScienceEpitech2021
- Msc Data ScienceHeriot Watt University2020
- Data Science for BusinessEM Lyon2018Certification "Data Science for Business" par l'EM Lyon et Epitech constitué d'un séminaire sur l'intelligence artificielle, d'un projet de Data Science et de cours de Management à l'EM Lyon. Le projet étant la création d'un modèle de machine learning capable de prédire les notes de performance d'entreprise à n+1. Modèle créer grâce aux comptes annuels d'entreprises fourni en partenariat avec InfoGreffe (Greffier Français).
- Bachelor Technologies de l'InformationEpitech2018