Research projects

Here's a list of things I've worked on.

Active projects Past projects

Credits to OpenMoji for the icons.

Active projects and research topics

Interpretable AI

This is the main topic of the research group I belong at Chalmers.

AI for Social Good

Towards fairness, accountability, and transparency in AI/ML.

Orienteering research

The challenges of navigating through complex terrains with limited information and the need for real-time decision-making align closely with many AI problems. I develop orienteering research through various channels: research projects, student projects, and bachelor's and master's theses.

Vision-based terrestrial localization

The goal is to develop robust, interpretable, and infrastructure-light AI methods for localization using visual input, inertial data, and public maps such as OpenStreetMap

Past projects

TolkAI

Intepretable AI from start to finish. The project is organized around two practice cases. Use of route data of marine vesels to offer better propulsion systems and processing of data from laser scanning of forests to discern interesting details in the stock. [with Vinnova, RISE, Skogsstyrelsen, and Kongsberg Maritime ].

Probabilistic scheduling in Cloud Computing

Managing uncertain workloads in an environment with uncertain performance.

TPP-MISE

Analizing data about the Travi&Profilati di Palazzeno steel mill, close to Brescia. Funded by Ministero Sviluppo Economico.

Hate speech detection

Contrasting hate speech online [with MediaVox].

AskPinocchio

Automated Fake News Detection in Social Networks.

Electric load forecast

... [with Interlogica].

Mail-bot

... [with Interlogica].

Real-Time Physical Systems

Real-time scheduling of physical systems (my Ph.D. thesis and first years as researcher).

Dellabot

Platooning of mobile robots (my master thesis).