🧬 Single-Cell AI Explorer

This is a public demonstration of the Single-Cell AI Explorer, an advanced WebGL-accelerated bioinformatics dashboard designed for visualizing high-dimensional single-cell RNA sequencing (scRNA-seq) data.

Warning

DEMO VERSION LIMITATION This repository contains a lightweight, functionally-stripped version of the dashboard. The live application demonstrates the user interface using pre-calculated synthetic data. Processing real, large-scale single-cell matrices (.h5ad files with millions of data points) is disabled in this public version to protect intellectual property and server infrastructure.

🚀 Live Demo

You can try the interactive UI here: Single-Cell AI Explorer on Streamlit Cloud

💎 Features of the Full PRO Engine

• WebGL Acceleration: Instantly render and interact with UMAP/t-SNE projections containing hundreds of thousands of cells without browser lag.
• Dynamic Feature Plots: Real-time gene expression overlays with customized color gradients.
• Biomarker Discovery: Automated integration with Seurat/Scanpy FindAllMarkers output to display interactive distribution box plots and ranked tables.
• Custom Formats: Support for processing heavy matrices directly from sequencing pipelines.

📩 Contact for PRO Access & Custom Solutions

If you require access to the full processing engine, or if you need custom bioinformatics software development tailored to your laboratory's needs, please contact Forneus Technologies.

• Email: julia.n@forneus.io
• LinkedIn: Juliia Nuzhnenko