diff --git a/_config.yml b/_config.yml
index 93e75fa..655f5e7 100755
--- a/_config.yml
+++ b/_config.yml
@@ -1,4 +1,4 @@
-last_updated: February 6, 2024
+last_updated: March 6, 2024
 title: Kaggle Solutions
 description: Kaggle Solutions and Ideas by Farid Rashidi
 baseurl: '/kaggle-solutions'
diff --git a/_data/competitions.yml b/_data/competitions.yml
index bf34631..fd834c9 100644
--- a/_data/competitions.yml
+++ b/_data/competitions.yml
@@ -1,4 +1,84 @@
 competitions:
+  - number: '597'
+    title: 'Playground Series - Season 4, Episode 2'
+    desc: 'Multi-Class Prediction of Obesity Risk'
+    kind: 'Playground'
+    prize: 'Swag'
+    team: '3,587'
+    metric: 'Accuracy Score'
+    link: 'https://www.kaggle.com/c/playground-series-s4e2'
+    image: '/kaggle-solutions/assets/logos/68479.png'
+    year: '2024'
+    isHot: 'false'
+    done: 'true'
+    solutions: 
+      - rank: '4'
+        link: 'https://www.kaggle.com/c/playground-series-s4e2/discussion/480939'
+        kind: 'description'
+      - rank: '6'
+        link: 'https://www.kaggle.com/c/playground-series-s4e2/discussion/480795'
+        kind: 'description'
+      - rank: '19'
+        link: 'https://www.kaggle.com/c/playground-series-s4e2/discussion/482075'
+        kind: 'description'
+      - rank: '24'
+        link: 'https://www.kaggle.com/c/playground-series-s4e2/discussion/480927'
+        kind: 'description'
+  - number: '596'
+    title: 'SenNet + HOA - Hacking the Human Vasculature in 3D'
+    desc: 'Segment vasculature in 3D scans of human kidney'
+    kind: 'Research'
+    prize: '$80,000'
+    team: '1,149'
+    metric: 'Surface Dice Metric'
+    link: 'https://www.kaggle.com/c/blood-vessel-segmentation'
+    image: '/kaggle-solutions/assets/logos/61446.png'
+    year: '2024'
+    isHot: 'false'
+    done: 'true'
+    solutions: 
+      - rank: '1'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/475522'
+        kind: 'description'
+      - rank: '2'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/475657'
+        kind: 'description'
+      - rank: '3'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/475074'
+        kind: 'description'
+      - rank: '4'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/475052'
+        kind: 'description'
+      - rank: '5'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/475288'
+        kind: 'description'
+      - rank: '6'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/475252'
+        kind: 'description'
+      - rank: '7'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/475964'
+        kind: 'description'
+      - rank: '9'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/475080'
+        kind: 'description'
+      - rank: '12'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/476457'
+        kind: 'description'
+      - rank: '13'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/475117'
+        kind: 'description'
+      - rank: '14'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/475260'
+        kind: 'description'
+      - rank: '24'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/475090'
+        kind: 'description'
+      - rank: '41'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/478109'
+        kind: 'description'
+      - rank: '46'
+        link: 'https://www.kaggle.com/c/blood-vessel-segmentation/discussion/475050'
+        kind: 'description'
   - number: '595'
     title: 'Playground Series - Season 4, Episode 1'
     desc: 'Binary Classification with a Bank Churn Dataset'
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diff --git a/assets/logos/68479.png b/assets/logos/68479.png
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