diff --git a/.github/scripts/blacklisted-contributors.json b/.github/scripts/blacklisted-contributors.json
new file mode 100644
index 00000000000..921e4db4ace
--- /dev/null
+++ b/.github/scripts/blacklisted-contributors.json
@@ -0,0 +1,4 @@
+[
+    "john_doe",
+    "jane_smith"
+]
diff --git a/.github/scripts/leaderboard.js b/.github/scripts/leaderboard.js
new file mode 100644
index 00000000000..d777c444fe8
--- /dev/null
+++ b/.github/scripts/leaderboard.js
@@ -0,0 +1,138 @@
+const axios = require('axios');
+const fs = require('fs');
+const parse = require('csv-parse');
+
+const CROWDIN_API_ENDPOINT = 'https://api.crowdin.com/api/v2';
+const CROWDIN_PROJECT_ID = '604593';
+const CROWDIN_PERSONAL_TOKEN = process.env.CROWDIN_PERSONAL_TOKEN;
+
+function delay(ms) {
+    return new Promise(resolve => setTimeout(resolve, ms));
+}
+
+async function getProjectMembers() {
+    try {
+        const response = await axios.get(`${CROWDIN_API_ENDPOINT}/projects/${CROWDIN_PROJECT_ID}/members`, {
+            headers: {
+                'Authorization': `Bearer ${CROWDIN_PERSONAL_TOKEN}`
+            }
+        });
+
+        let membersMapping = {};
+        response.data.data.forEach(member => {
+            membersMapping[member.data.username] = {
+                id: member.data.id,
+                avatarUrl: member.data.avatarUrl
+            };
+        });
+        return membersMapping;
+    } catch (error) {
+        console.error('Error fetching project members:', error);
+        throw error;
+    }
+}
+
+async function generateReport() {
+    try {
+        const response = await axios.post(`${CROWDIN_API_ENDPOINT}/projects/${CROWDIN_PROJECT_ID}/reports`, {
+            name: "top-members",
+            schema: {
+                unit: "words",
+                format: "csv"
+            }
+        }, {
+            headers: {
+                'Authorization': `Bearer ${CROWDIN_PERSONAL_TOKEN}`,
+                'Content-Type': 'application/json'
+            }
+        });
+        return response.data.data.identifier;
+    } catch (error) {
+        console.error('Error generating report:', error);
+        throw error;
+    }
+}
+
+async function downloadReport(identifier) {
+    try {
+        const response = await axios.get(`${CROWDIN_API_ENDPOINT}/projects/${CROWDIN_PROJECT_ID}/reports/${identifier}/download`, {
+            headers: {
+                'Authorization': `Bearer ${CROWDIN_PERSONAL_TOKEN}`
+            }
+        });
+        return response.data.data.url;
+    } catch (error) {
+        console.error('Error downloading report:', error);
+        throw error;
+    }
+}
+
+function loadBlacklistedContributors() {
+    return JSON.parse(fs.readFileSync('blacklisted-contributors.json', 'utf8'));
+}
+
+
+function processCsvData(csvData, membersMapping) {
+    return new Promise((resolve, reject) => {
+        const records = [];
+        const parser = parse({ columns: true, skip_empty_lines: true });
+
+        parser.on('readable', function() {
+            let record;
+            while ((record = parser.read()) !== null) {
+                records.push(record);
+            }
+        });
+
+        parser.on('error', function(err) {
+            console.error('Error during CSV parsing:', err.message);
+            reject(err);
+        });
+
+        parser.on('end', function() {
+            console.log('CSV parsing completed. Total records:', records.length);
+            
+            // Incorporate the user IDs and avatars from the membersMapping
+            records.forEach(record => {
+                if (membersMapping[record.Name]) {
+                    record.userId = membersMapping[record.Name].id;
+                    record.avatarUrl = membersMapping[record.Name].avatarUrl;
+                }
+            });
+
+            const blacklistedContributors = loadBlacklistedContributors();
+            console.log('Blacklisted contributors:', blacklistedContributors);
+
+            // Filter out blacklisted contributors
+            const filteredRecords = records.filter(record => !blacklistedContributors.includes(record.Name));
+            console.log('Filtered records count (after removing blacklisted contributors):', filteredRecords.length);
+            
+            resolve(filteredRecords);
+        });
+
+        // Provide the CSV data to the parser
+        console.log('Starting CSV parsing...');
+        parser.write(csvData);
+        parser.end();
+    });
+}
+
+
+
+function saveDataToJson(data) {
+    fs.writeFileSync('leaderboard.json', JSON.stringify(data, null, 2), 'utf8');
+}
+
+(async function main() {
+    try {
+        const membersMapping = await getProjectMembers();
+        const reportIdentifier = await generateReport();
+        await delay(5000);  // Wait for 5 seconds before downloading the report
+        const downloadUrl = await downloadReport(reportIdentifier);
+        const csvDataResponse = await axios.get(downloadUrl); // Fetch the CSV data
+        const leaderboardData = processCsvData(csvDataResponse.data, membersMapping); // Process the CSV data
+        saveDataToJson(leaderboardData);
+    } catch (error) {
+        console.error('Error in main function:', error);
+    }
+})();
diff --git a/leaderboard.json b/leaderboard.json
new file mode 100644
index 00000000000..9e26dfeeb6e
--- /dev/null
+++ b/leaderboard.json
@@ -0,0 +1 @@
+{}
\ No newline at end of file
diff --git a/package.json b/package.json
index 03f838b0076..a4a9c7634d6 100644
--- a/package.json
+++ b/package.json
@@ -17,6 +17,7 @@
     "write-translations": "docusaurus write-translations",
     "write-heading-ids": "docusaurus write-heading-ids",
     "reorganize": "node .github/scripts/reorganize.js",
+    "generate-leaderboard": "node .github/scripts/leaderboard.js",
     "typecheck": "tsc"
   },
   "dependencies": {
@@ -26,7 +27,9 @@
     "@docusaurus/plugin-sitemap": "^2.4.1",
     "@docusaurus/preset-classic": "^2.4.1",
     "@mdx-js/react": "^1.6.22",
+    "axios": "^1.5.0",
     "clsx": "^1.2.1",
+    "csv-parse": "^5.5.0",
     "fs-extra": "^11.1.1",
     "prism-react-renderer": "^1.3.5",
     "react": "^17.0.2",
diff --git a/yarn.lock b/yarn.lock
index 2cac4ad3b3a..72d8fdc9996 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -2565,6 +2565,11 @@ asap@~2.0.3:
   resolved "https://registry.yarnpkg.com/asap/-/asap-2.0.6.tgz#e50347611d7e690943208bbdafebcbc2fb866d46"
   integrity sha512-BSHWgDSAiKs50o2Re8ppvp3seVHXSRM44cdSsT9FfNEUUZLOGWVCsiWaRPWM1Znn+mqZ1OfVZ3z3DWEzSp7hRA==
 
+asynckit@^0.4.0:
+  version "0.4.0"
+  resolved "https://registry.yarnpkg.com/asynckit/-/asynckit-0.4.0.tgz#c79ed97f7f34cb8f2ba1bc9790bcc366474b4b79"
+  integrity sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==
+
 at-least-node@^1.0.0:
   version "1.0.0"
   resolved "https://registry.yarnpkg.com/at-least-node/-/at-least-node-1.0.0.tgz#602cd4b46e844ad4effc92a8011a3c46e0238dc2"
@@ -2589,6 +2594,15 @@ axios@^0.25.0:
   dependencies:
     follow-redirects "^1.14.7"
 
+axios@^1.5.0:
+  version "1.5.0"
+  resolved "https://registry.yarnpkg.com/axios/-/axios-1.5.0.tgz#f02e4af823e2e46a9768cfc74691fdd0517ea267"
+  integrity sha512-D4DdjDo5CY50Qms0qGQTTw6Q44jl7zRwY7bthds06pUGfChBCTcQs+N743eFWGEd6pRTMd6A+I87aWyFV5wiZQ==
+  dependencies:
+    follow-redirects "^1.15.0"
+    form-data "^4.0.0"
+    proxy-from-env "^1.1.0"
+
 babel-loader@^8.2.5:
   version "8.3.0"
   resolved "https://registry.yarnpkg.com/babel-loader/-/babel-loader-8.3.0.tgz#124936e841ba4fe8176786d6ff28add1f134d6a8"
@@ -3033,6 +3047,13 @@ combine-promises@^1.1.0:
   resolved "https://registry.yarnpkg.com/combine-promises/-/combine-promises-1.2.0.tgz#5f2e68451862acf85761ded4d9e2af7769c2ca6a"
   integrity sha512-VcQB1ziGD0NXrhKxiwyNbCDmRzs/OShMs2GqW2DlU2A/Sd0nQxE1oWDAE5O0ygSx5mgQOn9eIFh7yKPgFRVkPQ==
 
+combined-stream@^1.0.8:
+  version "1.0.8"
+  resolved "https://registry.yarnpkg.com/combined-stream/-/combined-stream-1.0.8.tgz#c3d45a8b34fd730631a110a8a2520682b31d5a7f"
+  integrity sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==
+  dependencies:
+    delayed-stream "~1.0.0"
+
 comma-separated-tokens@^1.0.0:
   version "1.0.8"
   resolved "https://registry.yarnpkg.com/comma-separated-tokens/-/comma-separated-tokens-1.0.8.tgz#632b80b6117867a158f1080ad498b2fbe7e3f5ea"
@@ -3383,6 +3404,11 @@ csstype@^3.0.2:
   resolved "https://registry.yarnpkg.com/csstype/-/csstype-3.1.2.tgz#1d4bf9d572f11c14031f0436e1c10bc1f571f50b"
   integrity sha512-I7K1Uu0MBPzaFKg4nI5Q7Vs2t+3gWWW648spaF+Rg7pI9ds18Ugn+lvg4SHczUdKlHI5LWBXyqfS8+DufyBsgQ==
 
+csv-parse@^5.5.0:
+  version "5.5.0"
+  resolved "https://registry.yarnpkg.com/csv-parse/-/csv-parse-5.5.0.tgz#2313421e69b650dae32a79ac884b20b21ca1d9da"
+  integrity sha512-RxruSK3M4XgzcD7Trm2wEN+SJ26ChIb903+IWxNOcB5q4jT2Cs+hFr6QP39J05EohshRFEvyzEBoZ/466S2sbw==
+
 debug@2.6.9, debug@^2.6.0:
   version "2.6.9"
   resolved "https://registry.yarnpkg.com/debug/-/debug-2.6.9.tgz#5d128515df134ff327e90a4c93f4e077a536341f"
@@ -3453,6 +3479,11 @@ del@^6.1.1:
     rimraf "^3.0.2"
     slash "^3.0.0"
 
+delayed-stream@~1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/delayed-stream/-/delayed-stream-1.0.0.tgz#df3ae199acadfb7d440aaae0b29e2272b24ec619"
+  integrity sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==
+
 depd@2.0.0:
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/depd/-/depd-2.0.0.tgz#b696163cc757560d09cf22cc8fad1571b79e76df"
@@ -3985,7 +4016,7 @@ flux@^4.0.1:
     fbemitter "^3.0.0"
     fbjs "^3.0.1"
 
-follow-redirects@^1.0.0, follow-redirects@^1.14.7:
+follow-redirects@^1.0.0, follow-redirects@^1.14.7, follow-redirects@^1.15.0:
   version "1.15.2"
   resolved "https://registry.yarnpkg.com/follow-redirects/-/follow-redirects-1.15.2.tgz#b460864144ba63f2681096f274c4e57026da2c13"
   integrity sha512-VQLG33o04KaQ8uYi2tVNbdrWp1QWxNNea+nmIB4EVM28v0hmP17z7aG1+wAkNzVq4KeXTq3221ye5qTJP91JwA==
@@ -4009,6 +4040,15 @@ fork-ts-checker-webpack-plugin@^6.5.0:
     semver "^7.3.2"
     tapable "^1.0.0"
 
+form-data@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/form-data/-/form-data-4.0.0.tgz#93919daeaf361ee529584b9b31664dc12c9fa452"
+  integrity sha512-ETEklSGi5t0QMZuiXoA/Q6vcnxcLQP5vdugSpuAyi6SVGi2clPPp+xgEhuMaHC+zGgn31Kd235W35f7Hykkaww==
+  dependencies:
+    asynckit "^0.4.0"
+    combined-stream "^1.0.8"
+    mime-types "^2.1.12"
+
 forwarded@0.2.0:
   version "0.2.0"
   resolved "https://registry.yarnpkg.com/forwarded/-/forwarded-0.2.0.tgz#2269936428aad4c15c7ebe9779a84bf0b2a81811"
@@ -5199,7 +5239,7 @@ mime-types@2.1.18:
   dependencies:
     mime-db "~1.33.0"
 
-mime-types@^2.1.27, mime-types@^2.1.31, mime-types@~2.1.17, mime-types@~2.1.24, mime-types@~2.1.34:
+mime-types@^2.1.12, mime-types@^2.1.27, mime-types@^2.1.31, mime-types@~2.1.17, mime-types@~2.1.24, mime-types@~2.1.34:
   version "2.1.35"
   resolved "https://registry.yarnpkg.com/mime-types/-/mime-types-2.1.35.tgz#381a871b62a734450660ae3deee44813f70d959a"
   integrity sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==
@@ -6046,6 +6086,11 @@ proxy-addr@~2.0.7:
     forwarded "0.2.0"
     ipaddr.js "1.9.1"
 
+proxy-from-env@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/proxy-from-env/-/proxy-from-env-1.1.0.tgz#e102f16ca355424865755d2c9e8ea4f24d58c3e2"
+  integrity sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==
+
 pump@^3.0.0:
   version "3.0.0"
   resolved "https://registry.yarnpkg.com/pump/-/pump-3.0.0.tgz#b4a2116815bde2f4e1ea602354e8c75565107a64"