diff --git a/src/demoday/index.md b/src/demoday/index.md
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@@ -61,13 +61,15 @@ The high level aim of this project is to find the correlations in the dataset an
 * **Differentially Private Sparse Inverse Covariance Estimation**<br/>
 *Mengdi Huai, Di Wang*
 
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 ## Awards
 
 #### Best Presentation
+* **Just-in-Time Datastructure Modeling**: *Darshana Balakrishnan*
 
 #### Most Impactful
+** Tie **
+* **Vanir: Probabilistic Databases on Spark**: *Nicholas Cellino, William   Spoth*
+* **Differentially Private Sparse Inverse Covariance Estimation**: *Mengdi Huai, Di Wang*
 
 ## Judges