À propos de Ahmed Amine
Graduated with two master's degrees in Computer science and Data science, I specialize in machine learning and data engineering. I have worked on various projects in data science in general. I have extensive experience training and deploying state-of-the-art machine learning models in both Cloud and HPC environments. I have built and optimized pipelines to process terabytes of data.
I am very interested in innovation, automatization, artificial intelligence, and its real-world applications.
Français
Bilingue ou natif
Arabe
Bilingue ou natif
Anglais
Bilingue ou natif
Allemand
Notions
Accepte de travailler sur site
Paris 17e Arrondissement (jusqu’à 50 km)
Expériences
- TotalEnergies SEData Scientist / Data engineerENERGIEmai 2021 - Aujourd'hui (5 ans et 1 mois)Paris, France- Developing and evaluating Deep learning models for Total's use cases: NLP, LayoutAnalysis using multimodal models ...- Settings ML DevOps for the DataLab- Deployed Datalab's technical environment : docker swarm cluster, GPU enabled Jupyterhub ...- Defining and enforcing ML projects' best practices- Managing heterogeneous development and production environments: on-premise, cloud, HPC ...- Working on optimizing high throughput workflows on Total's HPC environment: multiprocessing, networking on distributed systems- Developed an end-to-end pipeline using Dask Prefect to use the HPC as a backend for processing heavy data workflow
- FitrouletteCo-fondateurHIGH TECHmai 2020 - Aujourd'hui (6 ans)Paris, FranceFitRoulette is the first fitness app developed to share a video call workout session without ever leaving the comfort of your home.Fitroulette is leveraging WebRTC and state-of-the-art AI and computer vision techniques to offer very stable video calls.This app is the result of our efforts to try solving the health and wellness problem arising with the global pandemic.
- mc²i GroupeConsultant ITAGENCE & SSIIfévrier 2017 - mai 2020 (3 ans et 3 mois)Paris, FranceSecteur Assurance :• Projet refonte de la plateforme e-learning pour les collaborateurs Business• Mise en place de la méthode OKR (Objectives and key results)• Projet refonte de la boutique « challenge » destiné au client Business• Projet dématérialisation du processus de gestion de facture client• Optimisation de l’architecture « SW to CRM »• Piloter l’amélioration de la performance opérationnelle et l’expérience utilisateur du site web B2B du groupe et les évolutions du CRM B2B dans un contexte Agile.Secteur Energie :• Maintien en condition opérationnelle et évolutive de l’outil d’archivage d'un géant de l'énergie Français, de l’application de veille du groupe ainsi que l’outil de gestion du service médical.• Pilotage du développement en agile et déploiement de la solution de gestion des abonnements
Avis
Recommandations
Ces profils de freelance correspondent également à vos critères
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Formations
- Master degree in Mathematics and computer scienceTelecom Sudparis IPP2017- Algorithms and Data structures - Signal Processing, Signals, Systems and Inference - Computer Networks - Computer vision - Introduction to Cryptography - Probability and Statistics - Information theory
- Master degree in Data scienceENSAE (IPP)2020- Statistical Learning - Advanced Machine Learning Theory - Deep Learning: Models and Optimization - Reinforcement learning - Bayesian statistics - Online learning and aggregation - Optimal Transport theory - GPU programming - Big Data / Distributed programming
Certifications
- Machine LearningStanford University, Coursera2019
- Applied Machine Learning in PythonUniversity of Michigan, Coursera2019