diff --git a/lectures/theme/projects.md b/lectures/theme/projects.md
index b3be5114..971f6717 100644
--- a/lectures/theme/projects.md
+++ b/lectures/theme/projects.md
@@ -22,26 +22,48 @@ This course is also taught at [Huazhong University of Science and Technology](ht
 
 **Section 1**
 
-- [Fuel efficiency of Canadian vehicles](https://nbviewer.org/github/ubcecon/econ323_projects/blob/9233228694e2658c5a450983260f5a5d5adb635a/2023_Spring/Proskiw_Groden_Gilchrist.html)
-  - Alexander Proskiw
-  - Kai Groden-Gilchrist
-
-- [Betting on exchange rates](https://nbviewer.org/github/ubcecon/econ323_projects/blob/main/2023_Spring/Annabella_323_final_project-3.html)
-  - Annabella Stoll-Dansereau
-
+- [Investigating public health funding discrepancies between counties in Kenya](https://nbviewer.org/github/ubcecon/econ323_projects/blob/main/2023_Spring/decosta_harrop.html)
+  - Jesse DeCosta
+  - Duncan Harrop
+ 
 - [Examining the US/Canada oil price differential](https://nbviewer.org/github/ubcecon/econ323_projects/blob/main/2023_Spring/Hooey_Petroff.ipynb)
   - Nolan Petroff
   - Shaan Hooey
+ 
+- [Betting on exchange rates](https://nbviewer.org/github/ubcecon/econ323_projects/blob/main/2023_Spring/Annabella_323_final_project-3.html)
+  - Annabella Stoll-Dansereau
 
+- [Fuel efficiency of Canadian vehicles](https://nbviewer.org/github/ubcecon/econ323_projects/blob/9233228694e2658c5a450983260f5a5d5adb635a/2023_Spring/Proskiw_Groden_Gilchrist.html)
+  - Alexander Proskiw
+  - Kai Groden-Gilchrist
+    
 - [The TikTok effect on an artist’s streaming performance on Spotify](https://nbviewer.org/github/ubcecon/econ323_projects/blob/main/2023_Spring/lucasbruxellasisabela_et_al.ipynb)
   - Isabella Lucas Bruxellas
   - Janvi Singh
   - Evagelos Ifantidis
   - Ameesh Perchani
 
-- [Investigating public health funding discrepancies between counties in Kenya](https://nbviewer.org/github/ubcecon/econ323_projects/blob/main/2023_Spring/decosta_harrop.html)
-  - Jesse DeCosta
-  - Duncan Harrop
+**Section 2**
+
+- [Predicting rice crop yield in Vietnam](https://nbviewer.org/ubcecon/econ323_projects/blob/main/2023_Spring/Punjabi_Rohira_Zahir.html) **Press release -** [EY 2023 Open Science Data Challenge winners help solve world hunger through AI models](https://www.ey.com/en_ps/news/2023/06/ey-2023-open-science-data-challenge-winners-help-solve-world-hunger-through-ai-models)
+  - Divyadarshan Punjabi
+  - Nirvaan Rohira
+  - Yasin Zahir
+  - Divyadarshan Punjabi and Nirvaan Rohira, both students in the 2023 Spring section of ECON 323, used their insights from this final project to compete in the EY Open Science Data Challenge 2023. Their project was selected as the WINNER of the challenge, which was composed of 13,000+ participants across 7,500+ teams.
+
+- [Spillover effects of mass shootings](https://nbviewer.org/github/ubcecon/econ323_projects/blob/main/2023_Spring/Co_Kaskeyeva_Nainani_Zong.html)
+  - William Clinton Co
+  - Diana Kaskeyeva
+  - Janavi Nainani
+  - Hanye Zong
+
+- [Is ESG dead? Investigating the link between ESG scores and the stock market](https://nbviewer.org/github/ubcecon/econ323_projects/blob/main/2023_Spring/Chan_Du.html)
+  - Dalton Du
+  - Harvey Chan
+
+- [Predicting price ranges of AirBnB's in NYC](https://nbviewer.org/github/ubcecon/econ323_projects/blob/main/2023_Spring/Lu_Anon.html)
+  - Joyce Lu
+  - 1 Anonymous student
 
 
 ## 2022