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iliailmer/README.md

πŸ‘‹ Hey there, I'm Ilia

Machine Learning Engineer & Researcher

πŸŽ“ PhD in Computer Science | πŸ€– ML Enthusiast | πŸ“Š Data Scientist

LinkedIn Website GitHub


πŸš€ About Me

class Ilia:
    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"  # btw

    def say_hi(self):
        print("Thanks for dropping by! Let's build something amazing together!")

me = Ilia()
me.say_hi()

πŸ’Ό What I Do

πŸ”¬ Interests and Focus Machine Learning applications across NLP, Computer Vision.

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

✍️ Content Creation Semi-regular technical articles on my website

πŸ› οΈ Open Source Check out my projects on GitHub


πŸ› οΈ Tech Stack

Editor

Neovim (btw)

Languages

Python Julia C C++ Rust

ML/AI Frameworks

PyTorch TensorFlow scikit-learn

Tools & Platforms

Docker AWS Git Linux

Data Science

Pandas NumPy


πŸ“Š GitHub Stats

GitHub Stats GitHub Streak
Top Languages

πŸ’¬ Let's Connect

Always open to interesting projects and collaborations

⭐️ From iliailmer

Popular repositories Loading

  1. ParameterEstimation.jl ParameterEstimation.jl Public

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

    MATLAB 31 8

  2. transform_based_module transform_based_module Public

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

    Python 3

  3. sian-web-app sian-web-app Public

    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. codewars codewars Public

    Python 1

  5. ConvNet-Visualization ConvNet-Visualization Public

    An implimentation based on the paper by Fergus and Zeiler

    Jupyter Notebook 1

  6. avl-tree avl-tree Public

    AVL Tree implementation

    C++ 1