diff --git a/scalable-ml.Rmd b/scalable-ml.Rmd
index 3f64639..3604fbf 100644
--- a/scalable-ml.Rmd
+++ b/scalable-ml.Rmd
@@ -2,7 +2,7 @@
 
 # Deploying, Training, and Interpreting Deep Learning Models for regulatory genomics in AnVIL
 
-Led by: Anshul Kundaje & Vivek Ramalingam, Stanford University
+Led by: Anshul Kundaje & Vivekanandan Ramalingam, Stanford University
 
 AnVIL Outreach coordinator: Kate Isaac