diff --git a/presentations/workshop-may-2016/talk.md b/presentations/workshop-may-2016/talk.md
index d62de59..7d6f19b 100644
--- a/presentations/workshop-may-2016/talk.md
+++ b/presentations/workshop-may-2016/talk.md
@@ -20,7 +20,7 @@ colorlinks: true
 
 - 121Studios: Coworking for Creatives
 - Unlab: Hackerspace
-- Events: STEAM Outreach & Edu., ExplodeConf, X, Y, Z
+- Events: STEAM Outreach & Edu., ExplodeConf, Nuit Blanche
 
 ## Shawn: Day Job
 
@@ -78,10 +78,7 @@ Hacker, Church of the Weird Machine, Odd Duck
 
 [^2]: Kim's Portfolio Website: [http://aestheticengineer.com](http://aestheticengineer.com)
 
-## Fred:
-
-Hey Fred, how about a bio? Then your images follow. Seemed like a
-logical flow... intro shawn; shawn talks about his heros, then switch.
+## Fred: The Vital Info
 
 ## Electro Sideshow