Researcher and developer active in research on automated artifact scanning and intelligent data analysis. Passionate about innovative technological solutions at the intersection of humanities and engineering.
I mostly use Python but I enjoy integrating my projects with some frontend as well. I previously worked with image processing, 3D reconstruction (SfM, NerF, Gaussian Splatting) and AI frameworks. Currently studying and leveraging the potential of LLMs and RAGs in cultural heritage applications, with a focus on automated textual analysis.
A tool for evaluating and comparing the performance of various SOTA multimodal LLM models on historical image documents, based on the GT4HistOCR dataset.
Retrieval Augmented Generation (RAG) system using Redis and Agentic AI for efficient data retrieval, strict query checking, processing and cross-analysis of historical documents.
Minigame webapp about mimicking given tasks using emojis, with different game modes available.
Integration of 3D scanning and robotic systems for autonomous operations for the digitization of archeological artifacts in the context of the CTE-Genova project.
Image post-processing app with object detection, cropping, compression, and white balancing.
WebDoc (online documentary) on Italy's racial laws in media, combining scholarly study and web documentary formats.
A tool for evaluating and comparing the performance of various SOTA multimodal LLM models on historical image documents, based on the GT4HistOCR dataset.
Retrieval Augmented Generation (RAG) system using Redis and Agentic AI for efficient data retrieval, strict query checking, processing and cross-analysis of historical documents.
Minigame webapp about mimicking given tasks using emojis, with different game modes available.
Integration of 3D scanning and robotic systems for autonomous operations for the digitization of archeological artifacts in the context of the CTE-Genova project.
Image post-processing app with object detection, cropping, compression, and white balancing.
WebDoc (online documentary) on Italy's racial laws in media, combining scholarly study and web documentary formats.
March 2024 - March 2025
Application of computer vision techniques and robotics scripting to automate the scanning and analysis of cultural heritage artifacts, focusing on 3D reconstruction and data extraction.
Technologies used: Python, Robotics (UR, Robotiq), COLMAP, NerF/Gaussian Splatting, 3D Scanners and cameras (Artec, Polyga, Intel Realsense, Zivid), Genesis
February 2022 - February 2024
Development of a pipeline for the automated post-production of images of ancient books and documents, involving object detection and metadata recognition + extraction.
Technologies used: Python, Pytorch, Detectron2, OpenCV, Leaflet, Adobe Lightroom, RawTherapee, Canon cameras
