diff --git a/README.md b/README.md
index ab4f614fac..833c4a1739 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,8 @@
-# HLS4ML
+# hls4ml
 
 A package for machine learning inference in FPGAs. We create firmware implementations of machine learning algorithms using high level synthesis language (HLS). We translate traditional open-source machine learning package models into HLS that can be configured for your use-case!
 
 contact: hls4ml.help@gmail.com
 
-For more information visit the webpage: [https://hls-fpga-machine-learning.github.io/HLS4ML/](https://hls-fpga-machine-learning.github.io/HLS4ML/)
+For more information visit the webpage: [https://hls-fpga-machine-learning.github.io/HLS4ML/](https://hls-fpga-machine-learning.github.io/hls4ml/)