Hi, I'm Carlotta🌸

PhD student in Artificial Intelligence at the University of Trento.

AI & Machine Learning

I hold an MSc in Artificial Intelligence Systems from DISI (University of Trento) and a BSc in Statistics from the University of Milano-Bicocca, and I worked as a research intern at FBK on foundation models for Earth Observation.

About

I'm a PhD student in Artificial Intelligence at the University of Trento. My research focuses on Human–AI Collaboration, with the goal of designing principled frameworks to effectively integrate human expertise into AI systems. In particular, I work on decision-making under uncertainty, including learning to defer, double robust estimation, and conformal prediction. My objective is to develop reliable and statistically grounded methods that enable AI models and human experts to collaborate in a complementary and accountable way.

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Research Interests

Publications & Theses

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Foundation Models for Remote Sensing
MSc Thesis, Artificial Intelligence Systems, University of Trento
Thesis on adapting and evaluating vision foundation models for multispectral satellite data.
Argumentative Analysis of Legal Rulings: A Structured Framework Using Bobbitt’s Typology
Proceedings of the 12th Argument Mining Workshop (ArgMining 2025), Association for Computational Linguistics, Vienna.
We propose a structured framework for AI-assisted legal reasoning that uses GPT-4o to identify argumentative units in rulings of the Italian Court of Cassation and classify them according to Bobbitt’s six constitutional modalities of legal reasoning. Our findings show that LLM-based tools can effectively support and streamline legal practice (e.g., by preprocessing decisions and organizing arguments), while still leaving substantial room for improvement in human–AI collaboration. [paper]

News

A few recent updates:

Nov 2025 Started my PhD in Artificial Intelligence at the University of Trento.

Oct 2025 Completed my MSc in Artificial Intelligence Systems at DISI, University of Trento.

Mar 2025 Started a research internship at FBK (Remote Sensing & Computer Vision unit) on vision–language models for satellite imagery.

Aug 2024 Joined Advais S.t.a.p.A. as an Artificial Intelligence Engineer.

May 2024 Developed a custom translation model for IlTone, enabling Ladino Fassano → Italian translation with LLMs.

Oct 2023 Joined SPaRKLE_unitn (Space Rider, ESA initiative) as an AI Engineer and Outreach Manager.

Sept 2025 Completed my BSc in Statistics, University of Milano Bicocca.

Feb 2022 Started my first research internship at the Imaging and Vision Laboratory in Milan, working on spectral signature analysis.

Contact

The easiest way to reach me is via email:

carlotta.giacchetta@unitn.it

You can also find me on GitHub, LinkedIn and Google Scholar (see icons at the top of the page).