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serteal/README.md

Presentation Image

🏔️ My learning experience

I'm a Mathematics and Data Science student at CFIS-UPC.

I am particularly interested in the design of deep learning methods for effective tabular learning, graph-based machine learning, text diffusion and the AI safety/alignment field.

🪧 Contact

Contact me through my website: alexste.com

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  1. DenoisingAutoencoders DenoisingAutoencoders Public

    💡 Implementation of Denoising Autoencoders for improved tabular feature representation

    Python 1 1

  2. MultimodalGraphemes MultimodalGraphemes Public

    ✍🏼 Multimodal Learning for Handwritten Grapheme Recognition

    Python

  3. DemandForecastingTFT DemandForecastingTFT Public

    📈 Demand forecasting with Temporal Fusion Transformers

    Python 1

  4. alexste.dev alexste.dev Public

    🌆 Portfolio source code

    TypeScript 1

  5. KeywordSpotting KeywordSpotting Public

    🔊 End to end small footprint keyword spotting application

    PureBasic

  6. DatathonFME2023 DatathonFME2023 Public

    Forked from JoelSoleCasale/OptiFlowInnovators

    🥇 Streamlining Healthcare Logistics - Winner project for the NTTData Challenge in Datathon FME 2023

    Jupyter Notebook