Internship – Data Science (M/F) – Development of an Intelligent Chatbot for Regulatory Database Search
Société : Sim&Cure Lieu : Hérault (Occitanie)
Présentation de l'entreprise
Founded in 2014, Sim&Cure is French digital start-up focused on improving neurovascular treatments of cerebral aneurysm with a proprietary software suite. The Sim&Size™ software is a Class II medical device with CE mark and FDA clearance that has already been used to treat more than 10,000+ patients in 500+ hospitals in the world.
Through several modules, Sim&Size™ is a software suite that provides to the physician a 3D visualization of medical images and a computational model of neurovascular implantable medical devices (IMDs). The therapeutic strategy is the most important step of this disease treatment and Sim&Size™ is now part of it by being efficient, safe, and reproducible. Computational modeling of specific devices in the anatomy of a patient helps the physician to achieve the intended outcome of the intervention.
Descriptif du poste
Société : Sim&Cure Catégorie : Stage Activité : Industrie Filiere : Assurance Metier : Ingénieur d'études et développement Lieu : Hérault (Occitanie) Durée : Stage
Mission
Founded in 2014, Sim&Cure is French digital start-up focused on improving neurovascular treatments of cerebral aneurysm with a proprietary software suite. The Sim&Size™ software is a Class II medical device with CE mark and FDA clearance that has already been used to treat more than 10,000+ patients in 500+ hospitals in the world.
Through several modules, Sim&Size™ is a software suite that provides to the physician a 3D visualization of medical images and a computational model of neurovascular implantable medical devices (IMDs). The therapeutic strategy is the most important step of this disease treatment and Sim&Size™ is now part of it by being efficient, safe, and reproducible. Computational modeling of specific devices in the anatomy of a patient helps the physician to achieve the intended outcome of the intervention.
CONTEXT:
Professionals in the medical and pharmaceutical industries must navigate vast and complex regulatory corpora (EU directives, ISO standards, FDA guidelines, etc.). Searching for precise information in these documents is time-consuming and inefficient.The goal of this internship is to design and develop an intelligent conversational system to facilitate regulatory information retrieval.
Main objectives
Develop a chatbot system capable of:
1. Indexing and structuring a database of regulatory texts.
2. Understanding users’ natural language queries.
3. Extracting and summarizing relevant information.
4. Providing contextual answers with precise references to sources.
DEVELOPED SKILLS
* Advanced NLP: embeddings, semantic search, LLMs
* Data architecture: vector databases, indexing
* Full-stack development: REST API, user interface
* AI evaluation: relevance metrics, benchmarking
Profil recherché
* Desired profile
* Level: Master’s Degree (final year) / Engineering school
* Strong skills in Python and software development
* Knowledge in machine learning and NLP
* Interest and experience in conversational AI
* Prior experience with chatbot projects
* Rigor, autonomy, and proactive attitude
