Final-year Software Engineering student at MedTech – South Mediterranean University, currently completing an academic exchange in Data Science at CESI École d'Ingénieurs in Strasbourg.
I build reliable AI systems that combine machine learning, backend engineering, and production-oriented software practices.
🎯 Seeking a 2027 PFE / capstone internship in France in AI, Data Science, or Software Engineering.
A production-oriented RAG study assistant designed for grounded answers across multiple documents.
- Hybrid semantic and keyword retrieval
- Intent-aware routing and heuristic reranking
- Source-grounded answer generation
- FastAPI backend and React/TypeScript frontend
- Retrieval evaluation workflow
Tech: Python · FastAPI · ChromaDB · React · TypeScript · Tailwind CSS · RAG
An award-winning AI system that transforms speech emotion into responsive facial animation for Unreal Engine 5 MetaHumans.
- Speech emotion recognition and timeline generation
- FastAPI inference service and Unreal Engine integration
- Evaluation tooling, automated tests, and Docker support
- 🏆 Best Student Project
Tech: Python · PyTorch · Wav2Vec2 · SpeechBrain · FastAPI · Docker · Unreal Engine 5
An AI-assisted system that converts natural-language requests into safe, structured BPMN transformations.
- LangGraph-based orchestration with human-in-the-loop validation
- Deterministic execution for insertion, deletion, renaming, and sequence replacement
- Structural validation, ambiguity handling, checkpoints, and rollback
- Preservation of BPMN structure and diagram geometry
Tech: Python · LangGraph · Qwen3-8B · BPMN 2.0 · XML · Pydantic · pytest
- Languages: Python, JavaScript, TypeScript, Java, C++, SQL
- AI & Data: PyTorch, scikit-learn, RAG, LLM orchestration, NLP, audio ML
- Backend: FastAPI, Node.js, Express, REST APIs, MongoDB
- Frontend: React, Tailwind CSS
- Engineering: Docker, GitHub Actions, Jenkins, Terraform, Prometheus, SonarQube, pytest
- Methods: Agile/Scrum, CI/CD, software testing, API design
I have contributed issues, fixes, and pull requests to Mermaid, the open-source diagramming and charting library.
- Agentic AI architectures and reliable tool execution
- Graph-based fraud detection with Memgraph
- City-scale digital twins and multi-agent simulation
- Evaluation and observability for production AI systems
- Email: nour.kouider@medtech.tn
- Location: Strasbourg, France
I am open to AI, Data Science, and Software Engineering internship opportunities, as well as meaningful open-source collaborations.