Freelancer profile translated to English.
Back to original languageAbout Mouad
Hello,
Artificial intelligence (AI) and cloud computing expert with over 17 years of professional experience. I have expertise in designing AI/ML solutions, particularly in data extraction from documents, information extraction, and image classification, as well as in the NLP domain. Additionally, I have solid experience in deploying and migrating infrastructures in the cloud with renowned platforms like OVH, AWS, and GCP. In the DevOps field, I master tools such as Docker, Kubernetes, and GitLab CI/CD, and I also have extensive experience in Python (+14 years). I have worked for large groups, multinationals, and SMEs/startups.
I am fluent in English.
I can contribute in the following areas:
- AI/ML (Computer Vision, NLP, GNN, LMM, ...).
- MLOps and DataOps.
- Python Development (14 years of Python experience).
- DevOps (Docker, Kubernetes, Terraform, ...).
- Cloud Services (AWS, GCP, Azure).
Do not hesitate to contact me if my profile interests you,
Mouad.
English
Fluent
French
Native or bilingual
Can work on-site
Saint-Michel-sur-Orge (up to 50km)
Experience
- Ligue Nationale contre le CancerAI/Data ArchitectCIVIC AND SOCIAL ORGANIZATIONSOctober 2023 - Today (2 years and 7 months)Paris, FranceAI/Data Architect• Managed a Data/AI team for the design and implementation of data lakes (Azure).• Populated data lakes from multiple applications and data sources using Azure Data Factory, Databricks, and Delta Lake pipelines,• Developed API services to interface various business solutions (Salesforce, Cegid).• Migrated solutions to Salesforce and Cegid. Developed business web applications and deployed them in the cloud (Azure Container App and Azure Kubernetes Service, Azure Function App).• Executed Artificial Intelligence projects:
- RAG (Retrieval-Augmented Generation) ChatBot to improve customer interaction.
- Invoice information extraction to automate document processing.
- Customer segmentation for targeted marketing campaigns.
- Budget forecasting model using machine learning techniques.
- Deep Learning and Quantum Computing models for breast cancer screening. Technologies used: Azure Quantum Workspace, IBM Qiskit, PennyLane, Python, PyTorch.
- SyentysCTODIGITAL AND ITJanuary 2021 - September 2023 (2 years and 8 months)• R&D: Design of AI/ML solutions (extraction of data from invoices/expense reports, sales/stock forecasts)o DIE (Document Information Extraction) using "Graph Neural Networks" (GNN) and "Transformers"o Keywords: PyTorch, Deep Learning, Graph Neural Networks (GNN), Transformers (BERT, LauyoutLM, GPT, ...), NLP• Deployment and migration of infrastructures to cloud/SAAS mode: OVH, Microsoft Azure, AWS, GCP.• Development of data migration pipelines to the Odoo ERP using Talend ETL, Azure Data Factory, and AWS Data Pipeline.• Creation of an Odoo / Metabase BI connector.• Integration of DevOps tools to ensure continuous delivery/deployment: Gitlab CI/CD, Docker, Kubernetes, Rancher, Ansible• Creation of IT strategic roadmaps• Project Ownership (MOA) and Project Management (MOE) for IT / ERP• Management of development teams using an agile approach (SCRUM / KANBAN).• Integration of the ODOO solution:• Implementation of the ODOO ERP solution (modules: purchasing, sales, CRM, General / Analytical / Budgetary Accounting, HR, Inventory, Production...)within several companies operating in different business sectors• Development of several sector-specific solutions: Construction, Agri-food, Logistics, PMO according to PMP standards, ...
- VILI TechnologyERP / AI Expert ConsultantDIGITAL AND ITNovember 2018 - January 2021 (2 years and 2 months)Paris, France• ODOO ERP solution integration• Development of an IT services company management solution (missions, recruitment, timesheets, expense reports, client invoicing…)• Development of an AI solution for accounting entry classification and automatic account assignment.• R&D: Design of a SAAS solution (Kubernetes, Docker, AWS).
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Education
- Engineering DegreeGrenoble INP - Ensimag2006Grande école publique d'ingénieurs en informatique et mathématiques appliquées de Grenoble.
- DESA MIAFaculty of Sciences Rabat2008DESA en Mathématiques et Informatique Appliquées (cryptographie)
Certifications
- Certified Kubernetes AdministratorCNCF2019
- Docker Certified AssociateDocker2020