Nour Temelist Email & Phone Number

Tunisia

• Enhancing RAG Systems with Knowledge Graph Integration:
• Integrated a knowledge graph into the RAG system workflow for the financial domain.
• Explored various LLMs and approaches, conducting comparative analyses to develop a tailored schema.
• Created a well-defined knowledge graph, enhancing data retrieval relevancy.
• Implemented diverse query methods for more efficient information retrieval from the knowledge graph.
• Created an API and user interface that enables users to extract relevant entities from any document and ask queries about that document.

France

• Development of an Agentic French Legal Assistant:
• Built Specialized RAG Systems: Utilized various libraries to construct multiple Retrieval-Augmented Generation (RAG) systems tailored for distinct legal tasks.
• Enhanced Document Analysis: Enabled the assistant to thoroughly analyze and interpret complex legal documents.
• Integrated Case Law Retrieval: Developed functionalities for retrieving and applying relevant case law to aid in legal decision-making.
• Streamlined Legal Research: Improved the assistant’s ability to conduct rapid and accurate legal research, enhancing productivity for legal professionals.

Tunis, Tunisia

• Development of a Question-Answering Agent in the Healthcare Domain:
• Business and Data Understanding: Selected a suitable large language model and acquired data tailored for medical applications.
• Data Preparation: Processed and prepared data meticulously to ensure optimal model performance.
• Training & Evaluation: Trained the model and conducted rigorous evaluations using comprehensive metrics. Refined generative configuration parameters to enhance results.
• Deployment: Created a Flask-based API for seamless interaction with the question-answering agent.

- Conducted a HTML/CSS training session- Coached a team during a project development, monitored their work and enforced deadlines- Motivated and empowered team members to work to build a quality project and customer satisfaction - Collaborated with my colleagues to organise a programming competition in web development

Engineer'S Degree, Computer Science

Activities and Societies: Operation Mission Leader at Ensi Junior Entreprise and Member of Ensi Music ClubENSI holds a prestigious.

National Competition For Entry Into The Engineering Training Cycle, Mathematics And Physics, Ranked 206Th Out Of 1700 Participants

Those two years were marked by an exceptionally demanding academic curriculum that required a high level of dedication to intensive study.