diff --git a/content/articles/2021-07-23-our-new-digital-home/index.Rmd b/content/articles/2021-07-23-our-new-digital-home/index.Rmd
index 8a4d8880fc7cb82ff46d6a1c323bfbff2a768426..79dbb5b286ef8524e66e02065a1685ae6408cd08 100644
--- a/content/articles/2021-07-23-our-new-digital-home/index.Rmd
+++ b/content/articles/2021-07-23-our-new-digital-home/index.Rmd
@@ -125,6 +125,19 @@ plot(x, smooth_pulse(x, start = 0.2, stop = 0.3, cycle = 0.5), xlim = c(0,2),
 
 ```
 
+Lets make it animated too...
+
+```{r}
+library(animation)
+desc = c("This is a super cool example of Gradient Descent")
+saveHTML({
+  f1 = function(x, y) x^2 + 3 * sin(y)
+  xx = grad.desc(f1, pi * c(-2, -2, 2, 2), c(-2 * pi, 2))
+
+ xx$persp(col = "lightblue", theta = 30, phi = 30)
+},title = "Demo of Gradient Descent", description = desc, verbose = FALSE)
+```
+
 ## Block quotes
 
 Nothing too special about blockquotes, or as  Abe Lincoln said...
diff --git a/content/projects/clevercoin/index.md b/content/projects/clevercoin/index.md
deleted file mode 100644
index 07472a3b7ef9795bfb56703abd38c40bd8fc5699..0000000000000000000000000000000000000000
--- a/content/projects/clevercoin/index.md
+++ /dev/null
@@ -1,6 +0,0 @@
----
-title: CleverCoin
-description: "A dynamic cryptocurrency designed to optimize adoption, stability, and price."
----
-
-More info on CleverCoin comming soon!