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twinsten/README.md

πŸ‘‹ Hello world!

Welcome to my GitHub profile! πŸš€ I'm excited you stopped by. Also have a look at my GitHub pages website at twinsten.github.io.

Projects πŸ’‘

  • Bachelor's & Master's Project : Worked with analytical and DL methods to segment microscopy images from calcium imaging, aiming to extract signals and analyze complex networks in neuron cell tissues.
  • CellRex : Co-developed with @tivenide a lightweight platform for enriching measurement data with biological metadata and storing it in a structured database. A research paper is in progress! πŸ“„

Languages & Tools πŸ› οΈ

Programming Languages

  • Python, C and university made me learn MATLAB 🀯
  • Some JS and aspiring to learn Rust

Skills & Frameworks

  • DL frameworks: TensorFlow, PyTorch, and Flax
  • Experiment tracking and profiling with TensorBoard and MLflow
  • Frontend development with Streamlit for dashboards and analysis apps
  • Data visualization using Plotly
  • Database experience: SQLite and MongoDB
  • Backend implementations and API design with FastAPI

Looking Forward 🌟

  • Exploring Retrieval-Augmented Generation systems and advanced LLM applications.
  • Focused on enhancing image processing techniques.

Feel free to reach out if you're curious or have some cool projects up your sleeve!

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  1. cellrex cellrex Public

    Forked from cellrex/cellrex

    Platform for managing biological research data.

    Python