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RenatoGallicola/README.md

Renato Gallicola

MSc student in Computer Science and Engineering (AI track) at Politecnico di Milano. Master's thesis at Hilti AG on machine-learning decision support for demand forecasting.

Projects

Python · PyTorch · TensorFlow · scikit-learn · SQL · FastAPI

LinkedIn

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  1. minute-ai minute-ai Public

    Local-first meeting transcription and summarization. Whisper + Ollama, CLI and web UI

    Python

  2. document-intelligence document-intelligence Public

    Extract structured, validated JSON from any PDF with a vision LLM, with a source quote behind every number

    TypeScript

  3. timeseries-pain-classification timeseries-pain-classification Public

    Multivariate time-series classification: CMA-ES-weighted ensemble of CNN-GRU and InceptionTime models, trained from scratch

    Jupyter Notebook

  4. compressed-sensing-using-generative-models compressed-sensing-using-generative-models Public

    Learned priors for compressed sensing: reproducing Bora et al. (ICML 2017) on MNIST, VAE and DCGAN generators against a Lasso baseline.

    Jupyter Notebook

  5. histopathology-subtype-classification histopathology-subtype-classification Public

    Molecular subtype classification from whole-slide images: tile-based MIL with a ResNet18 and a frozen UNI foundation model

    Jupyter Notebook