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Data analysis notebooks & image preprocessing for DarkLogo
:octocat:
Data analysis notebooks & image preprocessing for DarkLogo
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jonathanhild/README.md

Wazzup, Github?!

I'm Jonathan Hildenbrand, a data analyst/scientist and latent food scientist. My Github profile has machine learning and deep learning projects I do for fun and knowledge-building.

If you're interested in hiring me, check out my resume.

My Interests

I spend my time listening to heavy metal and podcasts, playing board games (before Covid), and working out.

I like experimenting with generative networks, convolutional neural networks and everything to do with TensorFlow.

Check out my pinned projects below.

What I'm doing

  • Coding image preprocessing steps on the training pipeline for DarkLogoGAN.
  • Finishing inference pipeline for DarkLogoGAN.
  • Made Linux my exclusive OS and deleted the Windows partition from my machine. I now use a VM for running anything that requires Windows 10.
  • Scraped 3.8GB band logos from www.metal-archives.com.
  • I switched from Anaconda to Miniconda and my Python environments are now so much easier to maintain.

Coding & Tools

Linux VSCode Bash

Python TensorFlow Scikit-Learn Pandas Numpy Miniconda HTML CSS JavaScript C C++ LaTex

Tableau Flask PostgreSQL SQLite

I’m currently reading

Generative Deep Learning by David Foster
Practical Machine Learning for Computer Vision by Valliappa Lakshmanan, Martin Görner, Ryan Gillard

Look at my full reading list with short book reviews.

Pinned

  1. DarkLogoGAN DarkLogoGAN Public

    Jupyter Notebook

  2. vargscore vargscore Public

    VargScore

    Python

  3. notebooks notebooks Public

    Various Jupyter notebooks from data science/data analyst courses and tutorials

    Jupyter Notebook 2

  4. foodsafetyexplorer foodsafetyexplorer Public

    A dashboard for analysis of food safety recalls.

    Python 1