Team
Becem Bejaoui
Senior IT Project Manager and AI Solutions Architect specializing in autonomous agent architectures, Retrieval Augmented Generation (RAG) systems, and enterprise workflow automation. Combines deep expertise in MES platforms, product modeling, and cross-system data integration (ERP, QMS, MES) with modern software engineering and data analytics to deliver scalable, intelligent enterprise solutions.
Key Experiences
- Architected and deployed autonomous AI agents that aggregate, normalize, and analyze cross-system data—connecting MES, ERP, and QMS platforms to dynamically compute, summarize, and report key manufacturing metrics in real time.
- Engineered enterprise-grade RAG pipelines connecting unstructured documentation to vector repositories and Open WebUI interfaces, enabling contextual document retrieval, automated synthesis, and intelligent querying across organizational knowledge bases.
- Designed event-driven automation architectures utilizing n8n, custom REST APIs, and webhooks to synchronize complex data payloads across enterprise systems and feed live contextual data directly into agentic workflows.
- Developed agent architectures utilizing LangGraph and LangChain to manage stateful multi-step reasoning and dynamic tool calling, fully containerized using Docker for scalable and predictable deployment.
- Led site-wide MES implementations (Siemens Opcenter Core, Tulip) focusing on enterprise platform integration, Product Modeling, BOM structuring, and manufacturing routing logic.
- Engineered end-to-end data analytics pipelines and developed real-time operational and executive dashboards (Tableau, eBRs, AI prompt-to-insight features) to enhance visibility and streamline decision-making.
Technologies & Knowledge
AI Agents & Frameworks
- LangGraph
- LangChain
- Autonomous KPI Agents
- Open WebUI
- Dynamic Tool Calling
RAG & Knowledge Architectures
- Retrieval-Augmented Generation (RAG)
- Vector Embeddings
- Unstructured Data Ingestion
Engineering & Deployment
- Python
- Docker
- REST APIs
- Webhooks
- Data Engineering Pipelines
Workflow Automation
- n8n (Advanced Workflow Automation)
- Custom API Orchestration
MES & Enterprise Integration
- MES Integration (Tulip, Siemens Opcenter Core)
- Product Modeling & Routing
- ERP/ QMS Interfaces
Analytics & Visualization
- Data Analytics Pipelines
- Tableau
- Real-Time Dashboards
- eBRs
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