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Achievements

Achievement: YOLOAchievement: Pair Extraordinairex2Achievement: Pull Sharkx2

Achievements

Achievement: YOLOAchievement: Pair Extraordinairex2Achievement: Pull Sharkx2

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MirkoMorello/README.md

Mirko Morello

Machine learning research engineer at Telepath (The Sequel Institute) — biologically-inspired recurrent architectures, local learning rules, and the infrastructure to train them at scale.

Previously: gaze-prediction research at Albert Einstein College of Medicine (DinoGaze-SPADE). MSc in Artificial Intelligence, 110/110 cum laude (UNIMI · UNIMIB · UNIPV).

Selected work

  • DinoGaze-SPADE — human scanpath prediction; outperforms DeepGaze III on MIT1003 (+12.8% information gain). MSc thesis.
  • VolumeRouter — native macOS volume control for DisplayPort monitors (CoreAudio HAL driver, C++).

Reach me

mirkomorello.com · LinkedIn · morello.mrk@gmail.com

Pinned Loading

  1. Decoding_Neural_Dynamics_of_Visual_Perceptual_Segmentation Decoding_Neural_Dynamics_of_Visual_Perceptual_Segmentation Public

    DinoGaze-SPADE: human scanpath prediction with DINOv2 + spatially-adaptive normalization. Outperforms DeepGaze III on MIT1003. MSc thesis.

    Jupyter Notebook 3

  2. MSc_ICT MSc_ICT Public

    Client/server voice assistant on Raspberry Pi: on-device wake word, diarization, STT, local LLM. MSc final project.

    Jupyter Notebook

  3. MSc_Supervised_Learning MSc_Supervised_Learning Public

    Sub-1M-parameter CNN (TinyNet) for 251-class food classification, with self-supervised pretraining. MSc final project.

    Jupyter Notebook 1

  4. MSc_Unsupervised_Learning MSc_Unsupervised_Learning Public

    Unsupervised anomaly detection on mixed-type medical data — custom Gower distance, ensemble of 8 detectors. MSc final project.

    Jupyter Notebook 1

  5. MSc_Environmental_Imaging MSc_Environmental_Imaging Public

    Multi-scale semantic segmentation of 6000x4000 drone imagery (Semantic Drone Dataset, 24 classes) with patch-based DeepLabV3+. MSc final project.

    Jupyter Notebook

  6. VolumeRouter VolumeRouter Public

    Native macOS volume control for DisplayPort monitors.

    C++ 1