Hello BioStars community,

I would like to introduce a free bioinformatics project that I have been developing and ask for technical feedback. I have a background in biology and work as a software engineer, so this is where I merged those skills.

Geo-to-Insight is a web application that helps users explore and analyze publicly available gene-expression datasets from the NCBI Gene Expression Omnibus (GEO).

The purpose of the project is to make exploratory transcriptomic analysis more accessible while respecting the original data sources.

Important notes:

GEO datasets remain the intellectual property of their original investigators. Geo-to-Insight does not generate or own the experimental datasets. The application is intended as a research and educational resource. Results should always be interpreted alongside appropriate statistical and biological validation.

I would appreciate feedback on the methodology, usability, documentation, and any scientific limitations you notice.

Website: https://geo-to-insight-web.vercel.app/

GitHub: https://github.com/JPenpichaya/geo-to-insight-api

Thank you for your time and for everything this community contributes to bioinformatics.