diff --git a/tensorflow_addons/layers/README.md b/tensorflow_addons/layers/README.md
index c4775dabc1..d52f774f37 100644
--- a/tensorflow_addons/layers/README.md
+++ b/tensorflow_addons/layers/README.md
@@ -7,7 +7,7 @@
 | maxout | @fsx950223 | fsx950223@gmail.com |
 | normalizations | @smokrow | moritz.kroeger@tu-dortmund.de |
 | opticalflow | @fsx950223 | fsx950223@gmail.com |
-| poincare |  |  |
+| poincare | @rahulunair | rahulunair@gmail.com  |
 | sparsemax | @AndreasMadsen | amwwebdk+github@gmail.com |
 | wrappers | @seanpmorgan | seanmorgan@outlook.com |