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woutdecrop/README.md

computer Welcome to Wout's GitHub...

I’m Wout Decrop, I studied Bio-Science Engineering at Ghent University and Aarhus University.
I currently work as a Researcher at the Flanders Marine Institute (VLIZ), where I focus on applying AI and machine learning to marine conservation.

  • πŸ”­ I'm currently working on Acoustic vessel detection to protect Marine Protected Areas (MPAs) Phytoplankton classification models for ecological monitoring and conservation Applying AI to real-world environmental problems 🌍🌊

  • 🌱 I'm currently learning AI / ML applications with real impact (science, conservation, monitoring) Projects using CNNs, deep learning, and audio or image data Fun, experimental side projects exploring new methods or ideas

  • πŸ‘― I'm looking to collaborate on Any fun or interesting ML or design projects

  • 🀝 I'm looking for help with Best practices in ML research & production Writing cleaner, more scalable PyTorch / TensorFlow code Model evaluation, generalization, and reproducibility

  • πŸ’¬ Ask me about Acoustic monitoring & vessel noise CNNs for environmental data Phytoplankton, marine conservation, and applied AI Combining a bioscience engineering background with machine learning

  • πŸ“« How to reach me woutdec@hotmail.com

  • ⚑ Fun fact I come from bioscience engineering, but spend most of my time coding CNNs I work as a researcher at VLIZ I enjoy keeping up with new ML methods β€” even the weird ones

  • πŸ‘¨β€πŸ’» All of my projects are available at https://woutdecrop.will_develop_this

Languages & Tools

Programming Languages
Python MATLAB

Databases
MongoDB MySQL

AI / Machine Learning
TensorFlow PyTorch Keras HuggingFace

Data Visualization
Grafana Matplotlib Seaborn Pandas NumPy

Tools
Docker FastAPI Flask Git Jenkins Jupyter Linux

GitHub Streaks πŸ”₯

Streaks

Connect with me:

woutdecrop wout-decrop wout decrop wout.decrop

Pinned Loading

  1. audio_vessel_distance_categorizer audio_vessel_distance_categorizer Public

    Jupyter Notebook

  2. Vessel_Acoustic_Recording_Annotator Vessel_Acoustic_Recording_Annotator Public

    A pipeline for annotating underwater acoustic recordings using AIS vessel data, producing 10-second labeled WAV segments for marine research.

    Python

  3. ai4os-hub/phyto-plankton-classification ai4os-hub/phyto-plankton-classification Public

    Phytoplankton species classifier (VLIZ)

    Jupyter Notebook 2 3