Kamel Benayad

Lead Data

Salaire / Taux journalier

Paris, France

Freelance, ouvert au CDI

Expertises

Data EngineeringBig DataIAProduct OwnerLLMs / Large language modelsData AnalysisData VizualizationETLTest & QAKerasAzureDevOpsBase de données SQLRequêtes SQLData ScienceScalaPythonMachine LearningKafkaGoogle BigQueryMicrosoft SQL ServerDatabricksPySparkGoogle Cloud PlatformJiraScrum MasterHadoopdbtGitLabJenkinsPower BITerraformConduite du changementCoaching agileScrumContrôle de gestionAuditBusiness AnalystAnalyse business

Langues

Français (Maternelle)

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.

Liens

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

Certifié par Databricks

Certified SAFe® 6 Practitioner

Délivré le : juin 2025

Certifié par SAFe by Scaled Agile, Inc.

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