PFE subjects 2026: final-year projects at ITEmpire

ITEmpire Group offers realistic, market-oriented final-year projects (PFE), designed by our experts in artificial intelligence, cloud, cybersecurity and software architecture. Each subject relies on a real professional stack and comes with technical supervision.

• 10 subjectsPFE catalogue 2026
• 6 monthsDuration of each project
• Engineering / Master’sTarget level

Our final-year project programme

• Innovative subjects, designed by our experts from real needs.
• Technical supervision throughout the project.
• A real professional stack: containers, orchestration, pipelines and tools used in production.
• A possibility of joining our teams after a successful final-year project, depending on our needs.

Practical arrangements (location, on-site or remote work, schedule) are discussed with each candidate during the interview.

Available final-year project subjects

• AI & dataDevOps & cloud

  On-premise generative AI platform with GPU orchestration

  Engineering / Master’s6 months

  Deploy a fully autonomous in-house generative AI platform to run, optimise and orchestrate open-source LLMs (Llama, Mistral…) without depending on public clouds.

  Missions, technologies and objectives

  Missions

  • Deployment of open-source models
  • Setting up an in-house prompt engine
  • LoRA fine-tuning on ITEmpire data
  • Secure web interface and API for controlled internal access

  Relevant fields of study

  AI, DevOps, cloud infrastructure, security

  Technologies and skills

  • Docker
  • Kubernetes GPU
  • Hugging Face
  • Triton Inference Server
  • FastAPI

  Objectives

  • Deploy a robust, scalable on-premise AI architecture.
  • Guarantee the security, confidentiality and performance of AI processing.
  • Optimise models through LoRA fine-tuning.
  • Provide a unified internal platform for generative AI.

  Apply for this subject

• AI & data

  Multi-agent AI system for business process automation

  Engineering / Master’s6 months

  Design a platform of autonomous AI agents that automate a company’s internal workflows: accounting, human resources, technical support, CRM management.

  Missions, technologies and objectives

  Missions

  • Specialised agents: reading emails, generating documents, decision-making
  • Central planner with long-term memory
  • Dashboard to supervise, validate and control agent actions in real time

  Relevant fields of study

  Artificial intelligence, automation, orchestration, backend development

  Technologies and skills

  • Python
  • LangChain Agents
  • AutoGen
  • Redis Vector Store
  • Django API

  Objectives

  • Automate internal processes with autonomous AI agents.
  • Centralise coordination through an intelligent orchestrator.
  • Ensure smooth human supervision through a dedicated dashboard.
  • Improve decision-making and reduce the operational workload.

  Apply for this subject

• AI & dataDevOps & cloud

  MLOps platform with monitoring, versioning and auto-rollback

  Engineering / Master’s6 months

  Build a complete MLOps platform that manages the life cycle of AI models, from training to validation, deployment and automatic retraining.

  Missions, technologies and objectives

  Missions

  • Training, validation and deployment pipeline
  • Automatic model retraining
  • Dashboard tracking performance and detecting data drift

  Relevant fields of study

  Artificial intelligence, DevOps, cloud, data engineering

  Technologies and skills

  • MLflow
  • Kubeflow
  • Airflow
  • Kafka
  • MinIO

  Objectives

  • Efficiently manage the full life cycle of AI models.
  • Ensure continuous monitoring and data drift detection.
  • Set up versioning and auto-rollback to keep production stable.
  • Optimise automatic retraining to maintain model performance.

  Apply for this subject

• AI & data

  Real-time recommendation system for e-commerce or e-learning

  Engineering / Master’s6 months

  Develop an engine that recommends personalised products, content or courses to each user in real time.

  Missions, technologies and objectives

  Missions

  • Vector embeddings and similarity graphs to analyse preferences
  • Dynamic personalisation at every interaction

  Relevant fields of study

  Artificial intelligence, machine learning, data engineering, backend development

  Technologies and skills

  • Python
  • Neo4j / TigerGraph
  • TensorFlow Recommenders
  • FastAPI

  Objectives

  • Deliver personalised recommendations in real time.
  • Use vector embeddings and similarity graphs for precise matching.
  • Improve user experience and engagement.
  • Guarantee a scalable system for many simultaneous users.

  Apply for this subject

• AI & dataDevOps & cloud

  Big Data platform for continuous analysis of logs and user activity

  Engineering / Master’s6 months

  Turn user activity into actionable operational insights, continuously.

  Missions, technologies and objectives

  Missions

  • Streaming data processing
  • Detection of unusual behaviour and anomalies
  • Visualisations and alerts in an interactive dashboard

  Relevant fields of study

  Big Data, data engineering, real-time analytics, monitoring

  Technologies and skills

  • Elastic Stack (ELK)
  • Kafka
  • Spark Streaming
  • Grafana

  Objectives

  • Collect and process logs and user activity in real time.
  • Detect anomalies and unusual behaviour.
  • Generate operational insights for decision-making.
  • Offer visual, interactive monitoring through custom dashboards.

  Apply for this subject

• Cybersecurity

  Zero Trust architecture for web applications and APIs

  Engineering / Master’s6 months

  Set up a next-generation security architecture to protect web applications and APIs.

  Missions, technologies and objectives

  Missions

  • Identity and access management (IAM), multi-factor authentication (MFA)
  • Fine-grained access control (RBAC) and dynamic policies
  • Complete logging, auditing and intrusion detection

  Relevant fields of study

  IT security, DevSecOps, cloud architecture, identity management

  Technologies and skills

  • Keycloak
  • Open Policy Agent
  • Vault
  • Istio
  • Kubernetes

  Objectives

  • Deploy a secure, robust Zero Trust architecture.
  • Ensure dynamic, granular access control.
  • Guarantee continuous oversight through auditing and logging.
  • Prevent and detect intrusions to protect sensitive data.

  Apply for this subject

• Web & architecture

  Edge computing web platform for distributed offline applications

  Engineering / Master’s6 months

  Design a web platform that keeps working without an internet connection, thanks to a distributed architecture.

  Missions, technologies and objectives

  Missions

  • Automatic data synchronisation between nodes
  • Conflict resolution with CRDTs to keep data consistent

  Relevant fields of study

  Web development, edge computing, distributed systems

  Technologies and skills

  • WebAssembly
  • CRDT Yjs
  • PouchDB / CouchDB
  • Node.js

  Objectives

  • Let web applications work reliably offline.
  • Automatically synchronise distributed data between nodes.
  • Resolve conflicts autonomously with CRDTs.
  • Offer a smooth experience despite the lack of connection.

  Apply for this subject

• IoT & 3DWeb & architecture

  Digital twin: real-time 3D simulation of an industrial environment

  Engineering / Master’s6 months

  Create the 3D digital twin of a real industrial environment: machines, buildings or warehouses.

  Missions, technologies and objectives

  Missions

  • Real-time synchronisation of physical sensors with the digital model
  • Interactive 3D dashboard for decision support

  Relevant fields of study

  IoT, 3D simulation, web and mobile development, data engineering

  Technologies and skills

  • Unity3D
  • Babylon.js
  • MQTT
  • InfluxDB
  • Python

  Objectives

  • Reproduce a real industrial system as an interactive digital model.
  • Ensure real-time synchronisation between sensors and the digital twin.
  • Provide a 3D dashboard for visualisation and control.
  • Optimise industrial management and planning through simulation.

  Apply for this subject

• CybersecurityAI & data

  AI-based anti-DDoS and anti-bot system

  Engineering / Master’s6 months

  Protect web applications against DDoS attacks and bot traffic with artificial intelligence.

  Missions, technologies and objectives

  Missions

  • Behavioural analysis of users and device fingerprinting
  • AI decision engine and adaptive firewall to block threats in real time

  Relevant fields of study

  IT security, AI, DevSecOps, monitoring

  Technologies and skills

  • Nginx + WAF
  • Suricata IDS
  • Anomaly detection in Python
  • Redis

  Objectives

  • Detect and block DDoS attacks and bot traffic.
  • Analyse user behaviour to identify anomalies.
  • Set up an AI decision engine to filter threats.
  • Guarantee proactive, adaptive protection of systems.

  Apply for this subject

• DevOps & cloudWeb & architecture

  Event-driven microservices with the Saga pattern and orchestration

  Engineering / Master’s6 months

  Design a modular, highly scalable platform built on an event-driven microservices architecture.

  Missions, technologies and objectives

  Missions

  • Domain-Driven Design (DDD) to structure the code
  • Distributed transactions with the Saga pattern
  • Automated orchestration of services and events

  Relevant fields of study

  Cloud computing, microservices, software architecture, DevOps

  Technologies and skills

  • NestJS / Go
  • Kafka
  • Redis
  • PostgreSQL
  • Kubernetes

  Objectives

  • Build a scalable, modular microservices platform.
  • Ensure consistent distributed transactions with Saga.
  • Orchestrate services and events efficiently and resiliently.
  • Optimise the architecture for performance, maintainability and scalability.

  Apply for this subject

Download the 2026 PFE subject catalogue (PDF, in French)

How to apply

1. Choose a subjectOr propose your own project idea as a spontaneous application.
2. Send your applicationFill in the form and attach your CV as a PDF.
3. We review your profileOur team contacts you if your profile matches the subject.

Apply for a final-year project

Have your own project idea? Choose “Spontaneous application” and describe it in your message.