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Damien3008/README.md

Hi, I'm Damien MARTINS GOMES

I'm a dual-degree research student at Concordia University (Montreal) and IPSA (Toulouse), specializing in deep learning and aerospace engineering. My work spans machine learning dynamics, advanced optimization (both convex and non-convex), and telecommunications systems in aerospace. Currently, I'm investigating how neural networks evolve during training and the profound impact that optimizer selection has on their dynamics. My recent work, AdaFisher, was published at ICLR 2025, and my research is supported by the B1X FRQNT award.

🚀 #DeepLearning #Optimization #AI4Science #InnovativeResearch #AIApplications

Connect with me:

LinkedIn Email

Languages and Tools:

Python C++ Linux Pandas SciPy Plotly Scikit-Learn TensorFlow PyTorch

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  1. AtlasAnalyticsLab/AdaFisher AtlasAnalyticsLab/AdaFisher Public

    [ICLR 2025] AdaFisher: Adaptive Second Order Optimization via Fisher Information

    Python 30 1

  2. HeatWave HeatWave Public

    A High-Performance 2D Heat Equation Solver with Multiple Numerical Methods.

    Python 3

  3. LinguaNet LinguaNet Public

    Neural translation from English to German

    Python

  4. N-bodies-problem N-bodies-problem Public

    An interactive Python simulation of the N-body problem with real astronomical data and multiple integration methods. Watch planets dance, trace space missions, and explore the cosmos! 🚀

    Python

  5. RAG RAG Public

    A powerful Document Question-Answering System that leverages RAG to intelligently process PDF documents and provide accurate, context-aware responses to user queries based on the document content.

    HTML