Generative Ai and Survey Analysis Intern
il y a 4 semaines
**Missions et responsabilités**
The objective of this internship will be to develop technological bricks to meet Saint-Gobain Business Units needs.
The following topics are examples of topic of interest that could be addressed during the internship:
- Thematic classification of multilingual verbatims using ADA embedding and Chat-GPT
- Detection of intentions _(e.g. suggestions, claims)_ in verbatims using a combination of simple rule-based techniques and advanced generative AI techniques _(e.g. Retrieval-Augmented Generation)_
- Design overviews visualizations on verbatims metrics for executive summaries
- Detection of named entities using Generative AI
- Customization of ADA embedding to answer business specific questions
The results of this internship will be directly used in the AI tool and presented to identified Saint-Gobain Business Units.
**Technologies we use**
- Python
- Azure Machine Learning
- Generative AI : Chat GPT / ADA embedding
- Streamlit
**Profil recherché**
- Student in engineering school or university, specialized in Machine Learning, Computer Science, Statistics or related fields
- Open to collaboration
- Good programming skills and familiar with Python/Git and open source tools
- Results oriented; with a motivation to have an impact on the field
- Experience in Generative AI and Prompt Engineering is a plus
- Excellent communication skills.
**Description additionnelle (contexte, évolution...)**
Generative AI has opened a great number of opportunities to extract a large share of the business value from high volume open text datasets.
In particular, in Saint-Gobain, some very large internal and external surveys (>10,000 respondents) only analyze a limited number of open-text verbatims today, because it requires human reading.
Therefore an internal initiative has been developed to build an AI tool to analyze these surveys at scale.
**Qui sommes-nous ?**
Leader mondial de la construction durable, Saint-Gobain conçoit, produit et distribue des matériaux et services pour les marchés de l’habitat et de l’industrie. Développées dans une dynamique d’innovation permanente, ses solutions intégrées pour la rénovation des bâtiments publics et privés, la construction légère et la décarbonation du monde de la construction et de l’industrie apportent durabilité et performance. L’engagement du Groupe est guidé par sa raison d’être MAKING THE WORLD A BETTER HOME.
Job Reference: FRA23824
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