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alperiox/README.md

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About me!

Hello! I'm Alper,

I recently finished my undergraduate Mathematics studies as an honorary student, and I love working on deep learning. I'm more interested in stable diffusion and computer vision, trying to build something I deem valuable. I also like to work on mathematical concepts, especially on applied mathematics in higher studies. I want to try and work on things I'm interested in, mainly:

  • Generative applications based on stable diffusion
  • LLMs and their inner workings (Andrej Karpathy is just too good as an instructor)
  • Inner workings of stable diffusion (I see so many interesting papers lately!)
  • Deep learning productionalization, from data collection to modeling at scale.
  • Thanks to one of my instructors, I got interested in applying deep learning to specifically differential equation systems. Hopefully will be able to do it on my own :D

I'm a freelancer and am open to opportunities for full-time at the moment.

I'm an empirical and imaginative person. I learned mathematics by visualizing my imagination, and I try to implement the same strategy as long as it works :D

Languages

Python

Libraries

PyTorch Tensorflow 2 Keras Scikit-Learn

Other Libraries

Numpy Pandas Scipy Matplotlib Seaborn Plotly

Technologies

Git AWS Docker Windows

Alper's github stats

Pinned

  1. review-classification-kili-hf-automl review-classification-kili-hf-automl Public

    Opinion classification with kili-technology and huggingface by fine-tuning roBERTa model.

    Jupyter Notebook 1

  2. fatush fatush Public

    Some QoL tools for translating markdown files

    Python 1