Aya Youssef Email & Phone Number

Intelligent Conversational AI with RAG ArchitectureEngineered a robust knowledge retrieval system using ChromaDB, reducing response time by 40% and improving information accuracy by 25%Utilized LLMs, Langchain, and ChromaDB for advanced language understanding and knowledge retrievalDeveloped a scalable RESTful API facilitating seamless integration with existing banking systemsParticipated in regular meetings to refine and enhance chatbot performance

Toronto, Ontario, Canada

NLP Innovation Intern-Implemented cutting-edge Natural Language Processing (NLP) techniques for advanced text analysisDeveloped and continuously improved NLP and deep learning models for marketing applicationsContributed to the enhancement of AI-driven marketing strategies

Oujda, Oriental, Morocco

ML-Powered Intrusion Detection SystemSpearheaded the development of an Intrusion Detection System (IDS) using machine learning techniquesCollected and pre processed traffic data points from simulated lab attacks, ensuring high-quality input for model trainingEngineered features that improved model accuracy by 15%, enhancing the system's ability to detect novel attack patternsImplemented and compared multiple ML algorithms, achieving a 87% detection rate with a false positive rate under 2%