Welcome to my GitHub profile! π I'm excited you stopped by. Also have a look at my GitHub pages website at twinsten.github.io.
- 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! π
- Python, C and university made me learn MATLAB π€―
- Some JS and aspiring to learn Rust
- DL frameworks:
TensorFlow
,PyTorch
, andFlax
- Experiment tracking and profiling with
TensorBoard
andMLflow
- Frontend development with
Streamlit
for dashboards and analysis apps - Data visualization using
Plotly
- Database experience:
SQLite
andMongoDB
- Backend implementations and API design with
FastAPI
- 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!