About Salah
🗣 FR/EN
🛠 #Azure #MLOps #ML_Engineering #Data_Science
🧰 Highly skilled Machine Learning Engineering and MLOps expert with over 8 years of experience in designing, developing, and deploying large-scale machine learning systems on Azure, AWS.
Proficient in Python and experienced in using Azure tools such as Azure Machine Learning, Databricks, Azure Data Factory, and Azure Functions to build and maintain machine learning pipelines and web applications.
Knowledgeable in Infrastructure as Code and DevOps practices, with experience in automating the deployment and management of machine learning systems.
Experienced in web deployment, micro-services architectures, and the FastAPI and Flask frameworks.
Track record of helping clients better utilize machine learning in an industrial setting and achieve improved results in their data science efforts.
Strong problem-solving and communication skills, with a proven ability to collaborate effectively with clients and cross-functional teams.
English
Fluent
French
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- CHANELML Engineering/MLOps Expert (Freelance)LUXURY GOODSSeptember 2022 - Today (3 years and 8 months)Paris, France▶︎ As a member of the Center for Data Excellence and as part of the overhaul of the europe data platform, build an MLOps platform, implement Software and ML Engineering best practices and propose end-to-end implementation solutions for Data Science and AI use cases.● Define and implement a Machine Learning projects workflow respecting MLOps best practices for continuous integration and delivery● Enforce software and ML engineering best practices in different Data Science teams.● Help data scientists to apply a good machine learning methodology in their project (project scoping, modeling approach, evaluation methodology, bias, etc.)● Work with data and ML engineers to define and integrate the requirements of deployment in production
- Ecole des Ponts ParisTechPart-Time TeacherEDUCATION AND E-LEARNINGSeptember 2022 - Today (3 years and 9 months)Paris, FranceSoftware Engineering Methodology and TechniquesData Structures & Algorithms(Engineering School Program)
- Allianz Trade FranceMLOps / Backend Developer (Freelance)BANKING AND INSURANCEJuly 2022 - September 2022 (2 months)Paris, FranceDeveloped web services for technical bricks in a Machine Learning Platform intended for the group's data scientists (training, monitoring, reporting, etc.). Worked mainly on the Model Registry Service.
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Education
- Diplôme d'ingénieur en Sytèmes d'informationL'École Nationale Supérieure d'Informatique et de Mathématiques Appliquées (ENSIMAG)2016
Certifications
- Machine Learning Engineering for Production Specialization (MLOps)Coursera2022