โ๏ธ As a Senior AI Research Engineer at Bloomberg LP, I work on developing machine learning (ML) systems for search engines.
๐ Currently, I am focused on improving the search of retrieval-augmented generation (RAG) systems for financial documents.
๐ค I have experience in the full lifecycle of machine learning systems - design, model development and evaluation, as well as deployment and maintenance in production.
๐ Prior to joining Bloomberg, I completed my PhD at the University of Pisa, where I worked at the intersection of natural language processing (NLP) and information retrieval (IR), with a focus on entity-oriented retrieval and salience estimation. I am also a former member of the Aยณ Lab at the University of Pisa, and an ex-research intern at Max Planck Institute for Informatics.
๐๏ธ During my spare time I enjoy traveling, taking photos, watching movies, cooking, and reading.
๐ Views are mine.
PC member of Wikidata Workshop @ ISWC (2021), and Wikidata Workshop @ ISWC (2020).
Subreviwer for ECIR (2020), WSDM (2020), and WSDM (2017).
Reviewer for FGCS (2019), ESA (2019), and JASIST (2019).
Organizer of the first PhD Event (2019) @ University of Pisa.
Designer of the logo for IWOCA (2019) and WEPA (2018).
Author for SoBigData Newsletter (2018).
Student volunteer at ACM SIGIR (2016).
Introduction to Search Engines
Meet Computer Science,
University of PisaApril 2021
Contextualizing Trending Entities in News Stories
WSDMMarch 2021
Video Slides Poster
Algorithms for Knowledge and Information Extraction in Text with Wikipedia
Department of Computer Science, University of PisaMarch 2019
Slides
A Software Suite for the Understanding of Natural Language
Ital-IAMarch 2019
Project Slides
Knowledge Extraction in Text
PhD Event,
University of PisaFebruary 2019
Slides Video
A Two-Stage Framework for Computing Entity Relatedness in Wikipedia
CIKMNovember 2017
Google NLP SummitSeptember 2017
Poster
Slides
Algorithms and Applications for Web-Scale Knowledge Graphs (Part 2)
Department of Computer Science, University of PisaOctober 2017
Slides
Document Aboutness via Sophisticated Syntactic and Semantic Features
NLDBJune 2017
Slides
Algorithms and Applications for Web-Scale Knowledge Graphs (Part 1)
Department of Computer Science, University of PisaOctober 2016
Slides