
Kamel Benayad
Lead Data
Salaire / Taux journalier
Paris, France
Freelance, ouvert au CDI
Expertises
Langues
À propos
Introduction
Data & AI consultant with 10 years of experience in finance and cloud transformation. I lead data and AI initiatives from business requirements to delivery, coordinating business, data and IT teams. Expertise in Data Platforms, Data Governance, Agile Delivery and Cloud Transformation (Azure, GCP). Exploring GenAI, RAG and AI Agents.
Expérience de travail
PO data
Micropole, a Talan company
juin 2025 - Présent
1 an 5 mois
Paris et périphérie
Design and implementation of a Data Vault model from scratch on GCP • Data Vault 2.0 modeling (Hubs, Links, Satellites) • Design and deployment of a layered data architecture: raw, staging, raw vault, PIT/bridge, datamart • Development of a declarative cloud infrastructure using Terraform (GCS buckets, lifecycle rules) • Implementation of an automated ingestion pipeline: API extraction, GCS storage, BigQuery external tables • DBT project structuring (sources, raw/staging/vault models, partitioning, load_date, record_source) • Code and script organization (Python, DBT, Terraform) following CI/CD best practices • Technical documentation for collaborative use and reproducibility
Société Générale
mars 2021 - janv. 2026
4 ans 11 mois
Paris et périphérie
Role progression — Data Engineer → Lead data
mai 2021 - janv. 2026
4 ans 9 mois
Paris et périphérie
Mission 1 : Role progression : Data Engineer → Tech Lead / Application Owner (SPOC) | Azure Data Platform (Agile SAFe) Role : Tech Lead / SPOC •Acted as the single point of contact for the application (technical + functional), owning the scope end-to-end. •E2E delivery of enhancements: requirements gathering, scoping, solution design, development, testing, release, and documentation. •Built Azure Data Factory pipelines, Azure Databricks workloads (Scala/SQL). •End-to-end orchestration with Control-M and CI/CD industrialization with Jenkins. •Run ownership: incident handling, RCA, fixes, monitoring, continuous improvement, and target architecture recommendations aligned with Group strategy. Impact: •Reduced E2E batch processing time from overnight to ~30 minutes. •Faster incident diagnosis and root-cause analysis (RCA) •Improved cost control (FinOps). Mission 2 : Redesign, migration, and industrialization of a legacy application (group internal billing) to the Azure cloud (Agile SAFe Part 1: Business Analyst • Functional referent of the application • Business support in the application mutation and parallel run phase • Write the specifications and interface contracts for entry and exit of the application • Receipt and management of achievements • Application scope management (application maintenance, functional analysis) • Communication with business lines and other project teams • Analysis of the old COBOL code of the application and determination of the management rules • Determination of calculation rules • Animation workshop around the new application • Participation in the division of the User Stories • Participation in PI planning Part 2: Cloud Data Engineer • Participation in the development of the new hybrid architecture of the new application (Data on prem to Azure) • Batch and HMI data ingestion • Implementation of part of the management rules • Realization of interface contracts for consumer applications • Animation of workshop on databricks and azure
Cloud Data Engineer
mars 2021 - mai 2021
3 mois
Paris, France
Réalisation d’un MVP, implémentation d’une plateforme Data hybride autour d’un sujet DataLake Finance Les services PaaS • Ingestion : Az Copy, API Management • Stockage : Data Lake Store • Modélisation : Synapse Spark, Databricks, • Restitution : Power BI Premium, • Exploitation : Azure RBAC
DXC Technology
janv. 2019 - mars 2021
2 ans 3 mois
92130 Issy-les-Moulineaux, France
Data Engineer / Data Scientist
févr. 2020 - mars 2021
1 an 2 mois
92130 Issy-les-Moulineaux, France
Role : Data Engineer / Scientist Domain : Banking and finance Data engineering mission: Data Pipeline design Data Science mission: Prediction of transaction delivery delays
Data Scientist & AI Engineer
janv. 2019 - janv. 2021
2 ans 1 mois
Région de Paris, France
• Support for the business on Data & IA subjects (use cases). • Framing and animation of workshops. • End user training and Change Management. • Participation in Digital Center IA Projects • AI training path with Microsoft • Internal training Data Science with DXC University • POC realization • Participation in responses for tenders. • Participation in responses for tenders.
Data AI engineer
mars 2019 - oct. 2019
8 mois
92130 Issy-les-Moulineaux, France
Role : Data IA engineer. Domain : Retails - telecommunications Retail Forecasting • Forecast sales of accessories and connected objects • Stock forecast • Creation of PowerBi dashboard
Data IA Engineer
janv. 2019 - mai 2019
5 mois
92130 Issy-les-Moulineaux, France
Participation in Digital Center IA Projects AI training path with Microsoft Internal training Data Science with DXC University POC realization
Consultant BI Analytics
Groupe CAT France
oct. 2019 - janv. 2020
4 mois
92130 Issy-les-Moulineaux, France
Duration : Sept 2019- Janv 2020 Role : Consultant BI Analytics Domain : Logistics Projects: Implement a DataWarehouse and dashboard to analyze the profitability of legs (transport sections) • Purging millions of data from ODS, Datawarehouse and Datamart • Design and implementation of parameter tables • Development of stored procedure scripts for data purge • Testing and validation (UAT) • Definition of the functional scope for building a Data Warehouse dedicated to CO₂ emissions calculation for Cargo Logistics
Site Operations Manager ( Sports establishment management (site opening) )
VM
janv. 2015 - janv. 2018
3 ans 1 mois
Région de Paris, France
● Plan and optimize equipment use ● Manage strategic equipment issues in line with the community's strategic orientations ● Strategic control in line with set objectives and allocated resources ● Implement management dashboards ● Collaborate with the Sports Department to drive innovative projects ● Lead and manage teams (+5 employees)
Management Controllers
OTCex
janv. 2013 - janv. 2014
1 an 1 mois
Paris, France
• Reporting, monthly closings for the Group (brokerage and asset management Europe & Asia) • Monitoring of financial statements by analyzing monthly variations, actual versus budget. • Monitoring of business line performance and measurement of cost cutting (+5%) • Interpretation of data, analysis of results and application of corrective measures. • Drawing up budget forecasts
Auditeur junior
KPMG France
janv. 2011 - janv. 2012
1 an 1 mois
Alger Centre, Algérie
• Auditor for various customer accounts / ERP SAP • Audit of first IFRS accounts • Analysis and assessment of main balance sheet and P&L risks • Inventories
Formation
DXC University (Internal program)
AI Open Badge Academy, Data Science
2020 - 2020
1 mois
Résultat : Awarded
Activités et associations : DXC badger
DXC has deployed an internal data science training course CREATE DATA STORY: Create a data story that describes how AI could be applied in the company. The AI data stories represent a portfolio of experiments that should drive your AI innovation program. RUN AGILE TRANSFORMATION : Define an AI utility, design an AI microservice, and design an agile AI execution team BUILD IA DATA PIPELINE: . In this badge, you will research modern data pipelines, design a pipeline, build and deploy a pipeline, and analyze a pipeline. INDUSTRIALIZED AI LEADER: AI must be customized to be useful. Companies will need people skilled at applying AI to a specific business context. AI-aware business leaders will build AI into the day-to-day operations of the company. AI-aware security leaders will build AI into threat detection and response.
AI Microsoft School (Strategic Partner of DXC Technology)
Developer Data IA
2019 - 2020
1 an 1 mois
The_Hacking_Project
Ruby on Rails Full Stack Web Developer
2018 - 2018
1 mois
Résultat : Corsaire session 5
3 months in Intensive peer-learning programming languages HTML5, CSS3, Javascript and Ruby with Ruby on Rails framework. 2-3 projects per week to be validated and a final project in production.
(CREPS REIMS) Centre de Ressources, d'Expertise et de Performance Sportive
BPJEPS Natation + Brevet fédéral 3eme degré BF3, Athletic Training/Trainer
2014 - 2015
1 an 1 mois
Sport / Formation / Haut-Niveau
Université de Reims Champagne-Ardenne
Master 2 direction financière, contrôle de gestion et audit, Finance d'entreprise
2012 - 2013
1 an 1 mois
ENSSEA École nationale supérieure de statistique
Ingénieur, Finance & actuariat
2007 - 2011
4 ans 1 mois
Licences et certifications
Databricks Certified Data Engineer Associate
Délivré le : juin 2026
Certified SAFe® 6 Practitioner
Délivré le : juin 2025