diff --git a/README.md b/README.md
index 5dedbf90..c1a20d10 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,8 @@
 [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)
 [![Maintenance](https://img.shields.io/badge/Maintained%3F-YES-green.svg)](https://github.com/EthicalML/awesome-production-machine-learning/graphs/commit-activity)
 ![GitHub](https://img.shields.io/badge/Release-PROD-yellow.svg)
-![GitHub](https://img.shields.io/badge/Languages-MULTI-blue.svg)
 ![GitHub](https://img.shields.io/badge/License-MIT-lightgrey.svg)
-[![GitHub](https://img.shields.io/twitter/follow/axsaucedo.svg?label=Follow)](https://twitter.com/AxSaucedo/)
+[![X](https://img.shields.io/badge/X-%23000000?logo=X&logoColor=white)](https://twitter.com/EthicalML)
 
 
 # Awesome Production Machine Learning