Antonino Maria Rizzo
I am completing my Ph.D. in Artificial Intelligence at Politecnico di Torino, specializing in Deep Learning, Computer Vision, and Signal Processing. My research on advanced monitoring techniques for fault detection, in collaboration with Cisco Photonics, has resulted in publications and two international patents. I previously received an MSc in Computer Science and Engineering from Politecnico di Milano.
A Python library for Retrieval-Augmented Generation (RAG) that extracts text from PDFs and performs OCR on images. It uses Llama 3.2 for embeddings and answer generation, FAISS for similarity search, PyMyPDF for PDF processing, and pytesseract for OCR.
Code
A Python library for Template Matching that leverages SIFT features, Nearest Neighbor matching, and RANSAC-based geometric validation with homography estimation.
Code
A Python library to address the Change Detection problem using the CUSUM and CPM methods, implemented with NumPy and SciPy. The CPM implementation closely matches the R version, providing a solid alternative for Python users.
Code
Domain adaptation in OTDR traces to allow inference across multiple types of OTDR devices.
Paper Poster
Anomaly detection by estimating trends in the spectrum through a joint optimization procedure.
Paper Poster
Object-detection network for OTDR traces for known and unknown events.
Paper2025
2021
