About Fatima-Ezzahra
French
Native or bilingual
English
Fluent
Arabic
Native or bilingual
Experience
- Smart Automation TechnologiePFA InternshipTECHJuly 2025 - September 2025 (2 months)Tanger, MoroccoProject: Design and deployment of an intelligent Chatbot (RAG)Development of a Chatbot solution based on the RAG architecture allowing queries to private knowledge bases with maximum accuracy.Data Engineering: Implementation of a document processing pipeline (PDF, Docx, SQL): cleaning, segmentation (chunking), and vectorization.Vector Database: Use and management of a vector database (e.g., Pinecone, ChromaDB, or FAISS) for semantic similarity search.LLM Integration: Connection to models (OpenAI, Mistral, or Llama via LangChain) and optimization of "Prompt Engineering".Backend & API: Development of the API interface (Laravel or Python) for seamless integration into existing systems.Result: Drastic reduction in AI hallucinations and provision of sourced and reliable answers based solely on company data.
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Education
- COMPUTER ENGINEERING DEGREEENSA DE TANGER2024INGÉNIEUR EN GÉNIE INFORMATIQUE