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Going with the flo
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Going with the flo

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floriankark/README.md

Hey, I'm Florian 👋

Typing SVG


🧠 About Me

I'm a Master's student at Heinrich-Heine-Universität Düsseldorf and ML Researcher at the Max Planck Institute for Sustainable Materials.

My work lives at the intersection of AI & Materials Science — with the vision to build a Foundational Model that spans all scales of Material Design, from atomistic to processing, ultimately creating a fully-integrated AI platform for material discovery.

  • 🔬 Research focus: Self-correcting active learning, foundation models, robust & scalable data-driven systems
  • 🏫 Lecturer at HHU holding a seminar on the Foundations of LLMs and their applications (twice a semester)
  • 🌍 Goal: Contribute to a more productive industry through automation — and a sustainable future
  • 🏋️ Hobbies: Weights & CrossFit, traveling, exploring new places, and finding the best food spots in Düsseldorf

🛠️ Tech Stack

Python PyTorch HuggingFace NumPy Jupyter CUDA


🚀 Featured Projects

cs224n transformer Transmittance2FOM microscopic-image-cvae DL4Molecules SelfImprovementSMILES


📊 GitHub Stats

GitHub Streak


"The goal is not just to build smarter models — but to build a smarter world."

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  1. cs224n-win2223 cs224n-win2223 Public

    Code and written solutions of the assignments of the Stanford CS224N: Natural Language Processing with Deep Learning course from winter 2022/2023

    Python 272 71

  2. transformer transformer Public

    Transformer implementation in pytorch trained on NVIDIA A100 in fp16

    Python 2

  3. microscopic-image-cvae microscopic-image-cvae Public

    Jupyter Notebook 2

  4. Transmittance2FOM-GenModels Transmittance2FOM-GenModels Public

    This repository contains the implementation of generative models for analyzing and synthesizing parameter maps derived from 3D-Polarized Light Imaging (3D-PLI) of vervet monkey brain sections

    Jupyter Notebook 2