JESA S.AData and Ai tech lead
Oct. 2023 - Dec. 2025>> Big Data & AI Platform on Azure :
• Designed and deployed a scalable Big Data & AI architecture across DEV / PRE‑PROD / PROD
• Built end‑to‑end pipelines for ingestion, feature engineering, training, and deployment
• Implemented reinforced network security (FQDN filtering, restricted outbound traffic, VNet + Private
Endpoints, NSG segmentation)
• Ensured full AI/Data service isolation compliant with security requirements
• Delivered the first predictive use case on the new platform (Synapse + Azure ML + AKS)
>> HSE Predictive Platform :
Role Solution Architect– Lead Data Scientist – Scrum Master
• Designed the technical architecture, analytical framework, models, and data structures
• Automated training, scoring, and prediction publishing using Azure ML and Azure DevOps
• Led cross‑functional teams (Data, HSE, Digital) as Scrum Master
• Managed backlog, sprint planning, and delivery cadence
• Designed CI/CD pipelines for the application connected to Azure ML scoring engine and operational data
sources
Tools: Azure ML, Synapse, Data Factory, Python, Azure DevOps pipelines, AKS, Azure Postgres, WSGI
>> J-Control Tower — 360° EPC Project Platform (3D, Dashboards, CCTV, Drones, Chatbot):
Role Functional & Technical Architect – AI/Analytics Lead – Scrum Master
• Integrated Autodesk APS for 3D visualization, metadata extraction, and model synchronization
• Integrated CCTV feeds to enable 360° operational project visibility
• Led architecture across application, data, integration, performance
• Coordinated multidisciplinary teams (Frontend, Backend, Data, AI, Cloud, Security, Business)
• Designed a multi‑agent chatbot architecture routing queries to appropriate data sources (SharePoint,
PostgreSQL)
• Implemented Azure AI Search indexing, Azure AD SSO, quota tracking, fine‑grained permissions, and
background tasks (Django/Celery)
• Developed three collaborative agents extracting insights from SharePoint Excel files and executing
warehouse queries
Tools: Autodesk ( ACC , APS ) ; Genetec ; Azure Kubernetes services ; Azure Ai search ; Azure Ai foundry ; Azure
Blob Storage ; Azure Synapse Analytics ;