Master Thesis on Machine Learning model focused on TLC network

Vedi l’offerta su Go Lavoro: golavoro.it/annuncio-lavoro/7gmhik

Job Description

This Master's Thesis focuses on developing and automating Machine Learning models for Telecommunications (TLC) networks, specifically leveraging real-world operational data from Nokia's Microwave Radio technology to enhance high-capacity wireless backhauls and fronthaul. Throughout this journey, you will vantaggi from the guidance of an AI expert. This expert will provide structured guidance and continuous technical support for both the solution's development and the preparation of your Master’s thesis.

How You Will Contribute And What You Will Learn

Your core responsibility will be the creation of a Machine Learning model. This model will be trained, tested, and integrated over a Nokia AI-based network analysis platform, contributing directly to our innovative solutions. This project is structured around three primary objectives:

First, you will engage in an in-depth data discovery phase. This involves exploratory analysis and applying classical statistical methods to extract meaningful insights, define robust data preparation strategies,



and guide effective feature engineering.
Second, the project focuses on the design, development, validation, and optimization of a Machine Learning model. This stage demands methodological rigor in model selection and thorough performance evaluation to ensure high quality and effectiveness.
Third, you will be responsible for the refinement of the codebase. This includes improving its usability and reproducibility, with particular attention to automation strategies to ensure scalability and effective deployment within the Nokia ecosystem.

Key Skills And Experience

You Have:

Courses in Artificial Intelligence (AI) and Machine Learning (ML)
Python programming skills with familiarity in standard Machine Learning frameworks
Knowledge of data manipulation and preprocessing techniques
Strong analytical thinking and the ability to translate methodological choices into measurable performance improvements
Good English

Vedi l’offerta su Go Lavoro: golavoro.it/annuncio-lavoro/7gmhik