👋 Hello world!

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

Projects 💡

• 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! 📄

Languages & Tools 🛠️

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!