STAGE - GENERATIVE AI SURVEYS ANALYSIS INTERN
Descripción de la oferta de empleo
In particular, in Saint-Gobain, some very large internal and external surveys (> 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.
Internship Description 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.
.
suggestions, claims) in verbatims using a combination of simple rule-based techniques and advanced generative AI techniques (e.
.
Retrieval-Augmented Generation) – Design overviews visualizations on verbatims metrics for executive summaries – Detection of named entities using Generative AI – Build customized distances between verbatims and Chat-GPT generated summaries – Benchmark most recent GenAI algorithms (Open AI, Mistral, …) to find which model suits best the tasks of interest – Customization of ADA embedding to answer business specific questions – Scaling on different types of large surveys in Saint-Gobain 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 ¿Es este trabajo para ti? Being friendly and 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.
Student in engineering school or university, specialized in Machine Learning, Computer Science, Statistics or related fields Saint-Gobain encourage la diversité des équipes et favorise notamment l’inclusion des personnes en situation de handicap.
Detalles de la oferta
- Sin especificar
- En toda España
- Sin especificar - Sin especificar
- 05/04/2024
- 04/07/2024
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