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ArianAmani/README.md

Hi there, I'm Arian Amani👋

💬 I'm a Computer Science student at the Sapienza University of Rome, studying, working on, and researching deep learning applications in Life Sciences such as Single-Cell Genomics and Drug Discovery with a focus on Generative Models as a remote research assistant at the Wellcome Sanger Institute. I'm also quite interested in Adversarial Examples and trying to make more robust and generalized deep learning models as well.

📫 Contact me

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⚡ A Few Quick Facts

  • 🌱 I'm currently studying causality in deep learning, specifically, Causal Representation Learning.
  • 🚀 My recent focus has been on creating cutting-edge Generative Models and pioneering Multi-Modal Contrastive Learning approaches.
  • 🔬 Single-Cell Genomics, Drug Discovery, Drug Optimization, and Gene-Drug Interaction Analysis
  • 📙 Check out my resume.
  • ✒️ I might start to write articles on my blog regularly, for now there's a roadmap to starting Deep Learning Medium logo Blog logo

📝 Recent Posts

Arian's GitHub stats

Pinned

  1. DL-RoadMap DL-RoadMap Public

    A Road Map To Deep Learning

    32 2

  2. theislab/cpa theislab/cpa Public

    The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to learn effects of perturbations at the single-cell level. CPA performs OOD predictions of unseen combinations of dr…

    Python 76 16

  3. SharifiZarchi/Introduction_to_Machine_Learning SharifiZarchi/Introduction_to_Machine_Learning Public

    دوره‌ی مقدمه‌ای بر یادگیری ماشین، برای دانشجویان

    Jupyter Notebook 293 94

  4. scRNA-Analysis-Project scRNA-Analysis-Project Public

    Final project preparation for the graduate course "ML for Bioinformatics" at Sharif University of Technology | Spring 2023

    Jupyter Notebook

  5. Face-Alter Face-Alter Public

    Latent Representation and Exploration of Images Using Variational AutoEncoders

    Jupyter Notebook