Natural Language Processing based Automatic Ingestion of Automotive Data
Reference persons PAOLO GARZA
Research Groups DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM
Description JATO is a market-leading company in business intelligence in the automotive sector, with operations in dozens of overseas markets. JATO headquarters are based in London, UK; a local business unit is present in Torino.
In the past 40 years, JATO has been a leader in the research and acquisition of automotive data. More recently, the company has been enhancing its capability of acquiring data by employing machine learning techniques and automation.
The objective of this thesis is to apply transformer models/large language models to map entities in input data streams to the JATO lexicon and to validate the results. The thesis will be carried out within the Data Science function in JATO, with mentorship from an experienced data scientist.
Required skills Essential pre-requisites are a basic knowledge of machine learning techniques and python, good problem solving and programming skills, and an average grade of 27/30 or over and a good level of English. Knowledge of NLP methodologies is a plus.
Deadline 31/12/2023 PROPONI LA TUA CANDIDATURA