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domenico-rgs/README.md

Domenico Ragusa

Ph.D. candidate in Computer Engineering focused on complex software systems, high-performance C++ applications, real-time processing, and system integration in production-grade environments, with applications of AI to medical imaging and biomedical signal analysis.

๐Ÿ› ๏ธ Technical Focus

  • C++ software engineering (Qt, VTK)
  • High-performance and real-time systems
  • Medical imaging and visualization
  • AI for healthcare (signal processing, computer vision)

๐Ÿš€ Selected Projects

  • ViT-for-Brain-Cancer
    Vision Transformer applied to the SLIM Brain dataset for brain tumor detection.

  • HSS-on-RiscV
    CNN-based heart sound segmentation on heterogeneous platforms, including RISC-V (AIRISC architecture).

  • AWSS
    Cloud-based application for computing longest common substrings in DNA sequences.

๐Ÿ”— Profiles

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  1. ViT-for-Brain-Cancer ViT-for-Brain-Cancer Public

    Application of the Vision Transformer to the SLIM Brain Database for brain cancer detection

    Jupyter Notebook

  2. HSS-on-RiscV HSS-on-RiscV Public

    Heart Sound Segmenter implemented using a Convolutional Neural Network (CNN) on heterogeneus platforms (RISC-V included, through AIRISC architecture)

    C

  3. AWSS AWSS Public

    Cloud-based Web Application to compute the longest common substring between two DNA strings.

    HCL 1

  4. PCG-envelograms-on-FPGA PCG-envelograms-on-FPGA Public

    FPGA design for extracting PSD, Hilbert, Wavelet, and Homomorphic envelograms from phonocardiogram (PCG) recordings.

    VHDL

  5. ACA-Project ACA-Project Public

    Parallel programming project for the advanced computer architecture exam @ Unipv

    Cuda 1 1

  6. mdns-security mdns-security Public

    Forked from aiman-al-masoud/mdns-security

    A project with the aim to simulate (and try to prevent/mitigate) a DoS attack on a target server, relying on the mDNS protocol.

    Jupyter Notebook