Profile
As a highly motivated machine learning enthusiast, my career objective is to pursue and further enhance my expertise in the field of artificial vision and generative models. I aspire to work with a team of experienced professionals, to develop innovative and advanced machine learning solutions that can solve complex real-world problems. My aim is to leverage my skills in machine learning and deep learning to create cutting-edge applications that can make a positive impact on society. I am committed to lifelong learning and eager to stay up-to-date with the latest advancements in this exciting field.
Experience
PhD Student
From NOV 2023 to NOV 2026 at SisInfLab, Polytechnic University of Bari, Italy- My main research topic is Generative Models in high dimensional low sample size (HDLSS) domain.
Research Fellow
From APR 2023 to NOV 2023 at SisInfLab, Bari, Italy- Implementation and development of 3D indoor scene generative model;
- Deployment Stable Diffusion fine-tuning training pipelines for generating custom images;
- Implementation of segmentation algorithms for the analysis of satellite and medical images;
Research Intern
From OCT 2022 to APR 2023 at SisInfLab, Bari, Italy- Customization of a state-of-the-art autoregressive transformer architecture for creating plausible synthetic indoor environments, given only the room type, its floor plan and a textual description of the furniture.
Education
Master Degree in Computer Engineering
2023 • Polytechnic University of Bari, ItalyLaurea Triennale in Ingegneria Informatica e dell’Automazione
2019 • Polytechnic University of Bari, ItalyCertifications
- Abilitazione all’esercizio della professione di Ingegnere dell’Informazione.
- Deep Learning with PyTorch for Medical Image Analysis
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