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LucaNyckees/README.md

Hey there, I'm Luca. :basecampy:

I studied mathematics at EPFL, and during the master I transitioned from pure mathematics to AI/ML and data science research and applications.

I have worked for 4+ years in the machine learning sector, from making research around topological machine learning in the Laboratory of Neuroscience under Prof. Kathryn Hess to building end-to-end systems with a full machine learning code stack at Expedia Group in a highly skilled team, including a startup experience at Quanthome, where I led a team of 4, as data scientist and head of machine learning operations.

➡️ Check out my portfolio for some more information : https://lucanyckees.framer.website/.

Don't hesitate to contact me via email at nyckees.luca@gmail.com to discuss opportunities.

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  1. poivrot-belge-fine-tuning poivrot-belge-fine-tuning Public

    Using LoRA technique on Mistral-7B model to generate a suite of AI conversational agents that have the personality of specific characters from the Belgian movie Dikkenek.

    Python

  2. zigzag-homology zigzag-homology Public

    Zigzag persistence studies the topological behavior of point-cloud data by generalizing the setting of persistent homology. We provide a way to compute by using extended persistence.

    Python 3 1

  3. recommendation_system recommendation_system Public

    Training BERT components for a NLP-powered Product Recommendation System.

    Jupyter Notebook 4

  4. climate-forecasting-v4 climate-forecasting-v4 Public

    Forked from KieranVaudaux/SCV_project3

    Statistical Analysis and Data Visualization for Climate Data in Geneva.

    Jupyter Notebook

  5. graph-label-propagation graph-label-propagation Public

    The goal of this project is to implement a graph label propagation method to study and classify image data. The method has the particularity that it combines well with other classifiers to achieve …

    Python

  6. topology-metric topology-metric Public

    We implement the computation of linear integral sheaf metrics through topological optimization machine learning. We present applications to image analysis.

    Jupyter Notebook 1