PORTALE DELLA DIDATTICA

Ricerca CERCA
  KEYWORD

DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM

Theses in external company

Dynamic Basket Recommendations in a Changing Market

azienda Thesis in external company    


Reference persons PAOLO GARZA

External reference persons Vincenzo Iaia (Jato)

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 dynamic automotive market, consumer preferences and available vehicle models frequently change. Understanding vehicle similarity and recommending optimal customer baskets are crucial for maintaining a competitive advantage. This thesis aims to develop an advanced algorithm that analyzes vehicle similarity and recommends customer baskets, adapting to market changes in real time. The algorithm will leverage machine learning techniques, including traditional algorithms and Large Language Models (LLMs), utilizing vehicle attributes, market trends, and consumer behavior data to ensure the recommended baskets and related analyses align with current market conditions. This research will contribute to enhancing JATO's capability in providing personalized and adaptive recommendations in the automotive sector. The thesis will be carried out within the Data Science function at JATO under the supervision of an experienced team member. 
 


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. An advanced level of English is a preferential requirement, but not essential. 


Deadline 30/06/2025      PROPONI LA TUA CANDIDATURA