diff --git a/competitions.json b/competitions.json
index bdfb01a..cab0b46 100644
--- a/competitions.json
+++ b/competitions.json
@@ -5786,6 +5786,25 @@
       "conference_year": null
     },
     {
+      "name": "Predict Frog Species from Climate Variables",
+      "url": "https://zindi.africa/competitions/ey-biodiversity-challenge?utm_source=mlcontest&utm_medium=referral&utm_campaign=compupdates",
+      "tags": [
+        "supervised",
+        "classification",
+        "science",
+	    "measurable",
+	    "geo"
+      ],
+      "launched": "27 Mar 2026",
+      "registration-deadline": "25 May 2026",
+      "deadline": "25 May 2026",
+      "prize": "$3,500",
+      "platform": "Zindi",
+      "sponsor": "EY",
+      "conference": null,
+      "conference_year": null
+    },
+    {  
       "name": "March ML Mania: Forecast College Basketball Tournaments",
       "url": "https://www.kaggle.com/competitions/march-machine-learning-mania-2026?ref=mlcontests",
       "tags": [
@@ -5802,6 +5821,23 @@
       "conference": null,
       "conference_year": null
     },
+    {
+      "name": "Identify LLM Failure Modes in African Contexts",
+      "url": "https://zindi.africa/competitions/the-african-trust-safety-llm-challenge?utm_source=mlcontest&utm_medium=referral&utm_campaign=compupdates",
+      "tags": [
+        "llm",
+        "subjective",
+		"safety"
+      ],
+      "launched": "20 Mar 2026",
+      "registration-deadline": "20 Apr 2026",
+      "deadline": "20 Apr 2026",
+      "prize": "$5,000",
+      "platform": "Zindi",
+      "sponsor": "CASSAVA, AMINI, meetkai, Qhala, LELAPA AI, MTN",
+      "conference": null,
+      "conference_year": null
+    },
     {
       "name": "BirdCLEF+ 2026:  Identify Animal Species From Audio",
       "url": "https://www.kaggle.com/competitions/birdclef-2026?ref=mlcontests",
@@ -5820,6 +5856,61 @@
       "conference": null,
       "conference_year": null
     },
+    {
+      "name": "Classify Climate-sensitive Deaths",
+      "url": "https://zindi.africa/competitions/climate-health-risk-prediction-challenge?utm_source=mlcontest&utm_medium=referral&utm_campaign=compupdates",
+      "tags": [
+        "supervised",
+	    "tabular",
+		"measurable",
+		"classification",
+        "geo"
+      ],
+      "launched": "28 Mar 2026",
+      "registration-deadline": "29 Mar 2026",
+      "deadline": "29 Mar 2026",
+      "prize": "$7,500",
+      "platform": "Zindi",
+      "sponsor": "AI4EAC",
+      "conference": null,
+      "conference_year": null
+    },
+    {
+      "name": "Predict Household Financial Stress",
+      "url": "https://zindi.africa/competitions/liquidity-stress-early-warning-challenge?utm_source=mlcontest&utm_medium=referral&utm_campaign=compupdates",
+      "tags": [
+        "supervised",
+        "classification",
+	    "measurable",
+	    "tabular"
+      ],
+      "launched": "28 Mar 2026",
+      "registration-deadline": "29 Mar 2026",
+      "deadline": "29 Mar 2026",
+      "prize": "$7,500",
+      "platform": "Zindi",
+      "sponsor": "AI4EAC",
+      "conference": null,
+      "conference_year": null
+    },
+    {
+      "name": "Recommend Occupations Based on Skills",
+      "url": "https://zindi.africa/competitions/skills2job-intelligent-career-pathways-challenge?utm_source=mlcontest&utm_medium=referral&utm_campaign=compupdates",
+      "tags": [
+        "supervised",
+        "classification",
+		"recommendation",
+		"measurable"
+      ],
+      "launched": "28 Mar 2026",
+      "registration-deadline": "29 Mar 2026",
+      "deadline": "29 Mar 2026",
+      "prize": "$7,500",
+      "platform": "Zindi",
+      "sponsor": "AI4EAC",
+      "conference": null,
+      "conference_year": null
+    },
     {
       "name": "Identify Safety-Critical Driving Scenarios",
       "url": "https://www.argoverse.org/ScenarioMining.html?ref=mlcontests",
@@ -5988,6 +6079,24 @@
       "conference": null,
       "conference_year": null
     },
+    {
+      "name": "Identify Bean Plants in Images",
+      "url": "https://zindi.africa/competitions/bean-flowering-detection-challenge?utm_source=mlcontest&utm_medium=referral&utm_campaign=compupdates",
+      "tags": [
+        "supervised",
+        "vision",
+		"classification",
+		"measurable"
+      ],
+      "launched": "28 Mar 2026",
+      "registration-deadline": "29 Mar 2026",
+      "deadline": "29 Mar 2026",
+      "prize": "$7,500",
+      "platform": "Zindi",
+      "sponsor": "AI4EAC",
+      "conference": null,
+      "conference_year": null
+    },
     {
       "name": "Design Benchmarks to Test Cognitive Abilities",
       "url": "https://www.kaggle.com/competitions/kaggle-measuring-agi?ref=mlcontests",