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@iliailmer
iliailmer
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💻
neovim (btw)

Ilia Ilmer iliailmer

💻
neovim (btw)
ML Engineer

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iliailmer/README.md

Machine Learning Engineer & Researcher

🎓 PhD in Computer Science | 🤖 ML Enthusiast | 📊 Data Scientist

LinkedInWebsiteGitHub


🚀 About Me

classIlia:def__init__(self):self.role="PhD in Computer Science (CUNY, 2023)"self.focus= ["NLP","Computer Vision","Graph Neural Networks"]self.currently_learning= ["Rust","Functional Programming"]self.interests= ["Machine Learning","Deep Learning","Research"]self.editor="Neovim"# btwdefsay_hi(self):print("Thanks for dropping by! Let's build something amazing together!")me=Ilia()me.say_hi()

💼 What I Do

🔬Interests and FocusMachine Learning applications across NLP, Computer Vision.

Low-Level MLImplementing ML (and other) algorithms in Rust, C, and C++ for performance and deeper understanding

✍️Content CreationSemi-regular technical articles onmy website

🛠️Open SourceCheck out my projects onGitHub


🛠️ Tech Stack

Editor

Neovim (btw)

Languages

PythonJuliaCC++Rust

ML/AI Frameworks

PyTorchTensorFlowscikit-learn

Tools & Platforms

DockerAWSGitLinux

Data Science

PandasNumPy


📊 GitHub Stats

GitHub StatsGitHub Streak
Top Languages

💬 Let's Connect

Always open to interesting projects and collaborations

⭐️ Fromiliailmer

Popular repositoriesLoading

  1. ParameterEstimation.jlParameterEstimation.jlPublic

    ParameterEstimation.jl is a Julia package for estimating parameters and initial conditions of ODE models given measurement data.

    MATLAB 30 8

  2. transform_based_moduletransform_based_modulePublic

    Extension of DCT-based harmonic networks to two other transforms: Slant and Hadamard.

    Python 3

  3. sian-web-appsian-web-appPublic

    This app allows to assess (local and global) identifiability/observability for models defined by systems of parametric ODEs. In addition, the app includes capability for assessing single- and multi…

    JetBrains MPS 2 1

  4. codewarscodewarsPublic

    Python 1

  5. ConvNet-VisualizationConvNet-VisualizationPublic

    An implimentation based on the paper by Fergus and Zeiler

    Jupyter Notebook 1

  6. avl-treeavl-treePublic

    AVL Tree implementation

    C++ 1


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