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JenAlchimowicz/README.md

Hi, I'm Jen 👋

What I'm currently working on

  • Studying MLOps best practices and putting them into practice in this repo
  • LLM based TV show & movie recommender system - demo here
  • RL-from-scratch a repository and series of tutorials on deep reinforcement learning algorithms implemented in PyTroch
  • Tech blog

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  1. easygrad easygrad Public

    Automatic gradient engine implemented in numpy

    Python

  2. Emotion-Recognition-Api Emotion-Recognition-Api Public

    Facial emotion recognition API using deep learning | PyTorch, openCV, FastAPI, fer2013, AffectNet

    Python 2 2

  3. End-to-end-GNN-based-recommender-system End-to-end-GNN-based-recommender-system Public

    Graph-based approach to recommender systems. Employs GATs and MLP to generate personalised movie recommendations

    Jupyter Notebook 5 1

  4. Multi-Agent-Reinforcement-Learning-simulating-collaboration-with-VDN-and-IQL Multi-Agent-Reinforcement-Learning-simulating-collaboration-with-VDN-and-IQL Public

    Project explores collaboration capabilities of VDN and IQL agents on a custom MARL Food Collector environment

    Jupyter Notebook 5

  5. Semantic-segmentation-with-PyTorch-Satellite-Imagery Semantic-segmentation-with-PyTorch-Satellite-Imagery Public

    Project developed for a Kaggle Competition organised by CentraleSupelec Deep Learning course. Final result: 1st place

    Jupyter Notebook 30 7