From 2c61710c02e03fd83df986af6f7123f0ed90672c Mon Sep 17 00:00:00 2001
From: dmitrymk <dmitry.m.kolosov@gmail.com>
Date: Tue, 28 Jul 2026 16:11:45 -0300
Subject: [PATCH] Adding new project

---
 package-lock.json                             | 482 ++++++++----------
 src/assets/projects/projects.json             |   9 +
 .../usdm-biomedical-concept-mapper/logo.png   | Bin 0 -> 32383 bytes
 .../usdm-biomedical-concept-mapper.json       |  46 ++
 .../usdm-biomedical-concept-mapper.yaml       |  96 ++++
 5 files changed, 370 insertions(+), 263 deletions(-)
 create mode 100644 src/assets/projects/usdm-biomedical-concept-mapper/logo.png
 create mode 100644 src/assets/projects/usdm-biomedical-concept-mapper/usdm-biomedical-concept-mapper.json
 create mode 100644 src/assets/projects/usdm-biomedical-concept-mapper/usdm-biomedical-concept-mapper.yaml

diff --git a/package-lock.json b/package-lock.json
index 2c88946..113d4c4 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -72,27 +72,12 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
-    "node_modules/@ampproject/remapping": {
-      "version": "2.3.0",
-      "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.3.0.tgz",
-      "integrity": "sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw==",
-      "dev": true,
-      "license": "Apache-2.0",
-      "dependencies": {
-        "@jridgewell/gen-mapping": "^0.3.5",
-        "@jridgewell/trace-mapping": "^0.3.24"
-      },
-      "engines": {
-        "node": ">=6.0.0"
-      }
-    },
     "node_modules/@babel/code-frame": {
-      "version": "7.27.1",
-      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.27.1.tgz",
-      "integrity": "sha512-cjQ7ZlQ0Mv3b47hABuTevyTuYN4i+loJKGeV9flcCgIK37cCXRh+L1bd3iBHlynerhQ7BhCkn2BPbQUL+rGqFg==",
-      "license": "MIT",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.7.tgz",
+      "integrity": "sha512-Aup7aUOfpbAUg2ROOJN6Iw5f9DMBlzu0mIkm/malLQFN/YQgO48wCj0Kxa3sEHJvPVFg7siR+qRInwXd2qhQKw==",
       "dependencies": {
-        "@babel/helper-validator-identifier": "^7.27.1",
+        "@babel/helper-validator-identifier": "^7.29.7",
         "js-tokens": "^4.0.0",
         "picocolors": "^1.1.1"
       },
@@ -101,32 +86,30 @@
       }
     },
     "node_modules/@babel/compat-data": {
-      "version": "7.26.3",
-      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.26.3.tgz",
-      "integrity": "sha512-nHIxvKPniQXpmQLb0vhY3VaFb3S0YrTAwpOWJZh1wn3oJPjJk9Asva204PsBdmAE8vpzfHudT8DB0scYvy9q0g==",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.29.7.tgz",
+      "integrity": "sha512-locTkQyKvwIEgBzVrn8693ebc97F2U8ZHjbXwDXJ5Fn2TCpNwTlKcaKLkdHop5c/icOFE7qt7Q9JC5hnKNa6Gg==",
       "dev": true,
-      "license": "MIT",
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/core": {
-      "version": "7.26.0",
-      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.26.0.tgz",
-      "integrity": "sha512-i1SLeK+DzNnQ3LL/CswPCa/E5u4lh1k6IAEphON8F+cXt0t9euTshDru0q7/IqMa1PMPz5RnHuHscF8/ZJsStg==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "@ampproject/remapping": "^2.2.0",
-        "@babel/code-frame": "^7.26.0",
-        "@babel/generator": "^7.26.0",
-        "@babel/helper-compilation-targets": "^7.25.9",
-        "@babel/helper-module-transforms": "^7.26.0",
-        "@babel/helpers": "^7.26.0",
-        "@babel/parser": "^7.26.0",
-        "@babel/template": "^7.25.9",
-        "@babel/traverse": "^7.25.9",
-        "@babel/types": "^7.26.0",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.29.7.tgz",
+      "integrity": "sha512-RgHBCvtjbOK2gXSNBNIkNoEc9qoVEtau3hj8gEqKQuL3HZAibKarWFEI3Lfm6EYKkLalOh8eSrj9b+ch9H/VBA==",
+      "dev": true,
+      "dependencies": {
+        "@babel/code-frame": "^7.29.7",
+        "@babel/generator": "^7.29.7",
+        "@babel/helper-compilation-targets": "^7.29.7",
+        "@babel/helper-module-transforms": "^7.29.7",
+        "@babel/helpers": "^7.29.7",
+        "@babel/parser": "^7.29.7",
+        "@babel/template": "^7.29.7",
+        "@babel/traverse": "^7.29.7",
+        "@babel/types": "^7.29.7",
+        "@jridgewell/remapping": "^2.3.5",
         "convert-source-map": "^2.0.0",
         "debug": "^4.1.0",
         "gensync": "^1.0.0-beta.2",
@@ -198,15 +181,14 @@
       }
     },
     "node_modules/@babel/generator": {
-      "version": "7.26.3",
-      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.26.3.tgz",
-      "integrity": "sha512-6FF/urZvD0sTeO7k6/B15pMLC4CHUv1426lzr3N01aHJTl046uCAh9LXW/fzeXXjPNCJ6iABW5XaWOsIZB93aQ==",
-      "license": "MIT",
-      "dependencies": {
-        "@babel/parser": "^7.26.3",
-        "@babel/types": "^7.26.3",
-        "@jridgewell/gen-mapping": "^0.3.5",
-        "@jridgewell/trace-mapping": "^0.3.25",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.29.7.tgz",
+      "integrity": "sha512-DkXD5OJQaAQIdZ1bt3UZdEnHAn9Imd3IVBdX03UFe+ony9Ojw5pzr9YVKGDY1jt+Gcn/FnGkNf8r+Vj5NOJWtQ==",
+      "dependencies": {
+        "@babel/parser": "^7.29.7",
+        "@babel/types": "^7.29.7",
+        "@jridgewell/gen-mapping": "^0.3.12",
+        "@jridgewell/trace-mapping": "^0.3.28",
         "jsesc": "^3.0.2"
       },
       "engines": {
@@ -227,14 +209,13 @@
       }
     },
     "node_modules/@babel/helper-compilation-targets": {
-      "version": "7.25.9",
-      "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.25.9.tgz",
-      "integrity": "sha512-j9Db8Suy6yV/VHa4qzrj9yZfZxhLWQdVnRlXxmKLYlhWUVB1sB2G5sxuWYXk/whHD9iW76PmNzxZ4UCnTQTVEQ==",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.29.7.tgz",
+      "integrity": "sha512-wem6WaBj4NaVYVdNhLPPVacES6ZJ+KBBfSkTMD3YZxbP3rm3Di85tJU5ljaUNhaOynt+Aj0xruhYuzQBt8n71g==",
       "dev": true,
-      "license": "MIT",
       "dependencies": {
-        "@babel/compat-data": "^7.25.9",
-        "@babel/helper-validator-option": "^7.25.9",
+        "@babel/compat-data": "^7.29.7",
+        "@babel/helper-validator-option": "^7.29.7",
         "browserslist": "^4.24.0",
         "lru-cache": "^5.1.1",
         "semver": "^6.3.1"
@@ -330,6 +311,14 @@
         "@babel/core": "^7.4.0 || ^8.0.0-0 <8.0.0"
       }
     },
+    "node_modules/@babel/helper-globals": {
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/helper-globals/-/helper-globals-7.29.7.tgz",
+      "integrity": "sha512-3nQVUAtvkKH9zahfWgw96Jc/uFOmjACE1kQz82E2lqWmHBgjzbNlsC22nuQTfahmWeQtTq5nQ/4Nnd2A1wj4zA==",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
     "node_modules/@babel/helper-member-expression-to-functions": {
       "version": "7.25.9",
       "resolved": "https://registry.npmjs.org/@babel/helper-member-expression-to-functions/-/helper-member-expression-to-functions-7.25.9.tgz",
@@ -345,28 +334,26 @@
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     },
     "node_modules/@babel/helper-module-imports": {
-      "version": "7.25.9",
-      "resolved": "https://registry.npmjs.org/@babel/helper-module-imports/-/helper-module-imports-7.25.9.tgz",
-      "integrity": "sha512-tnUA4RsrmflIM6W6RFTLFSXITtl0wKjgpnLgXyowocVPrbYrLUXSBXDgTs8BlbmIzIdlBySRQjINYs2BAkiLtw==",
-      "license": "MIT",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/helper-module-imports/-/helper-module-imports-7.29.7.tgz",
+      "integrity": "sha512-ejHwrQQYcm9xnTivShn2IDOlIzInN34AXskvq9QicvCtEzq1Vzclu/tKF8Jq1Cg8JG2GL6/EmjgsCT7lXepE3g==",
       "dependencies": {
-        "@babel/traverse": "^7.25.9",
-        "@babel/types": "^7.25.9"
+        "@babel/traverse": "^7.29.7",
+        "@babel/types": "^7.29.7"
       },
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/helper-module-transforms": {
-      "version": "7.26.0",
-      "resolved": "https://registry.npmjs.org/@babel/helper-module-transforms/-/helper-module-transforms-7.26.0.tgz",
-      "integrity": "sha512-xO+xu6B5K2czEnQye6BHA7DolFFmS3LB7stHZFaOLb1pAwO1HWLS8fXA+eh0A2yIvltPVmx3eNNDBJA2SLHXFw==",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/helper-module-transforms/-/helper-module-transforms-7.29.7.tgz",
+      "integrity": "sha512-UPUVSyXbOh627KiCIGQSgwWzGeBKLkaJ9PJEdrngIwMSzxLR4jS4+f1f1jb7VzBbg8nFLaYotvVPFCTqdrmTAg==",
       "dev": true,
-      "license": "MIT",
       "dependencies": {
-        "@babel/helper-module-imports": "^7.25.9",
-        "@babel/helper-validator-identifier": "^7.25.9",
-        "@babel/traverse": "^7.25.9"
+        "@babel/helper-module-imports": "^7.29.7",
+        "@babel/helper-validator-identifier": "^7.29.7",
+        "@babel/traverse": "^7.29.7"
       },
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@@ -389,11 +376,10 @@
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     "node_modules/@babel/helper-plugin-utils": {
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-      "resolved": "https://registry.npmjs.org/@babel/helper-plugin-utils/-/helper-plugin-utils-7.25.9.tgz",
-      "integrity": "sha512-kSMlyUVdWe25rEsRGviIgOWnoT/nfABVWlqt9N19/dIPWViAOW2s9wznP5tURbs/IDuNk4gPy3YdYRgH3uxhBw==",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/helper-plugin-utils/-/helper-plugin-utils-7.29.7.tgz",
+      "integrity": "sha512-G7sHYigPY17oO5SYWnfD/0MTBwVR781S/JI643e/JhUYgVgWE/61SoW3NH9KWUKyKq5LVh3npif99Wkt6j86Jw==",
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-      "license": "MIT",
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@@ -449,29 +435,26 @@
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     "node_modules/@babel/helper-string-parser": {
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-      "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.27.1.tgz",
-      "integrity": "sha512-qMlSxKbpRlAridDExk92nSobyDdpPijUq2DW6oDnUqd0iOGxmQjyqhMIihI9+zv4LPyZdRje2cavWPbCbWm3eA==",
-      "license": "MIT",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.29.7.tgz",
+      "integrity": "sha512-Pb5ijPrZ89GDH8223L4UP8i6QApWxs04RbPQJTeWDV0/keR2E36MeKnyr6LYmUUvqRRI+Iv87SuF1W6ErINzYw==",
       "engines": {
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     "node_modules/@babel/helper-validator-identifier": {
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@@ -492,26 +475,24 @@
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+      "resolved": "https://registry.npmjs.org/@babel/helpers/-/helpers-7.29.7.tgz",
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-      "license": "MIT",
       "dependencies": {
-        "@babel/template": "^7.27.2",
-        "@babel/types": "^7.28.4"
+        "@babel/template": "^7.29.7",
+        "@babel/types": "^7.29.7"
       },
       "engines": {
         "node": ">=6.9.0"
       }
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     "node_modules/@babel/parser": {
-      "version": "7.28.5",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.28.5.tgz",
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-      "license": "MIT",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.7.tgz",
+      "integrity": "sha512-hnORnjP/1P/zFEndoeX+n+t1RwWRJiJpM/jO7FW32Kn9r5+sJB2JWOdYo4L6k78j15eCwY3Gm/7364B1EMwtNg==",
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-        "@babel/types": "^7.28.5"
+        "@babel/types": "^7.29.7"
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       "bin": {
         "parser": "bin/babel-parser.js"
@@ -1451,16 +1432,15 @@
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+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/plugin-transform-modules-systemjs/-/plugin-transform-modules-systemjs-7.29.7.tgz",
+      "integrity": "sha512-TM2ZcQLoG2/y4HODiStCo10DibYhWhGWAwVv+EQKmG/7GFl0N+AAmUiXOMKM+aiJ9XBJ9AHVZBvTzMnJ2sM3cQ==",
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-      "license": "MIT",
       "dependencies": {
-        "@babel/helper-module-transforms": "^7.25.9",
-        "@babel/helper-plugin-utils": "^7.25.9",
-        "@babel/helper-validator-identifier": "^7.25.9",
-        "@babel/traverse": "^7.25.9"
+        "@babel/helper-module-transforms": "^7.29.7",
+        "@babel/helper-plugin-utils": "^7.29.7",
+        "@babel/helper-validator-identifier": "^7.29.7",
+        "@babel/traverse": "^7.29.7"
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@@ -2180,45 +2160,42 @@
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-      "license": "MIT",
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+      "resolved": "https://registry.npmjs.org/@babel/template/-/template-7.29.7.tgz",
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-        "@babel/code-frame": "^7.27.1",
-        "@babel/parser": "^7.27.2",
-        "@babel/types": "^7.27.1"
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+      "resolved": "https://registry.npmjs.org/@babel/traverse/-/traverse-7.29.7.tgz",
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-        "@babel/generator": "^7.26.3",
-        "@babel/parser": "^7.26.3",
-        "@babel/template": "^7.25.9",
-        "@babel/types": "^7.26.3",
-        "debug": "^4.3.1",
-        "globals": "^11.1.0"
+        "@babel/code-frame": "^7.29.7",
+        "@babel/generator": "^7.29.7",
+        "@babel/helper-globals": "^7.29.7",
+        "@babel/parser": "^7.29.7",
+        "@babel/template": "^7.29.7",
+        "@babel/types": "^7.29.7",
+        "debug": "^4.3.1"
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-      "license": "MIT",
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+      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.29.7.tgz",
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       "dependencies": {
-        "@babel/helper-string-parser": "^7.27.1",
-        "@babel/helper-validator-identifier": "^7.28.5"
+        "@babel/helper-string-parser": "^7.29.7",
+        "@babel/helper-validator-identifier": "^7.29.7"
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-      "license": "MIT",
       "dependencies": {
         "es-errors": "^1.3.0",
-        "object-inspect": "^1.13.3",
-        "side-channel-list": "^1.0.0",
+        "object-inspect": "^1.13.4",
+        "side-channel-list": "^1.0.1",
         "side-channel-map": "^1.0.1",
         "side-channel-weakmap": "^1.0.2"
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@@ -19265,14 +19226,13 @@
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+      "resolved": "https://registry.npmjs.org/side-channel-list/-/side-channel-list-1.0.1.tgz",
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       "dev": true,
-      "license": "MIT",
       "dependencies": {
         "es-errors": "^1.3.0",
-        "object-inspect": "^1.13.3"
+        "object-inspect": "^1.13.4"
       },
       "engines": {
         "node": ">= 0.4"
@@ -20090,11 +20050,10 @@
       "license": "MIT"
     },
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-      "integrity": "sha512-+wn7I4p7YgJhHs38k2TNjy1vCfPIfLIJWR5MnCStsN8WuuTcBnRKcMHQLMM2ijxGZmDoZwNv8ipl5aTTen62ng==",
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+      "resolved": "https://registry.npmjs.org/svgo/-/svgo-3.3.4.tgz",
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-      "license": "MIT",
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@@ -21457,11 +21416,10 @@
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+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.21.1.tgz",
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       "dev": true,
-      "license": "MIT",
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@@ -21540,11 +21498,10 @@
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-      "resolved": "https://registry.npmjs.org/websocket-driver/-/websocket-driver-0.7.4.tgz",
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+      "version": "0.7.5",
+      "resolved": "https://registry.npmjs.org/websocket-driver/-/websocket-driver-0.7.5.tgz",
+      "integrity": "sha512-ZL2+3c7kMBdIRCMz6l8jQMHyGVxj+UL+xVk74Ombiciboca8rHa15L86B19E5oh1pL9Ii/uj54gtsIrZGMo6zA==",
       "dev": true,
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@@ -22160,11 +22117,10 @@
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-      "resolved": "https://registry.npmjs.org/ws/-/ws-7.5.10.tgz",
-      "integrity": "sha512-+dbF1tHwZpXcbOJdVOkzLDxZP1ailvSxM6ZweXTegylPny803bFhA+vqBYw4s31NSAk4S2Qz+AKXK9a4wkdjcQ==",
+      "version": "7.5.13",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-7.5.13.tgz",
+      "integrity": "sha512-rsKI6xDBFVf4r/x8XyChGK04QR/XHroxs/jUcoWvtEZM8TPU/X/uIY9B1CsSzYws9ZJb/6bbBu7dPhFW00CAoA==",
       "dev": true,
-      "license": "MIT",
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diff --git a/src/assets/projects/projects.json b/src/assets/projects/projects.json
index 63f33ae..2f29248 100644
--- a/src/assets/projects/projects.json
+++ b/src/assets/projects/projects.json
@@ -314,5 +314,14 @@
     "categories": [
         "USDM"
     ]
+  },
+    {
+    "id": "usdm-biomedical-concept-mapper",
+    "name": "USDM Biomedical Concept Mapper",
+    "description": "Delivers a metadata-driven workflow that retrieves candidate biomedical concepts, reasons across them with large language models, and writes validated mappings back into USDM packages.",
+    "categories": [
+        "USDM",
+        "SDTM"
+    ]
   }
 ]
\ No newline at end of file
diff --git a/src/assets/projects/usdm-biomedical-concept-mapper/logo.png b/src/assets/projects/usdm-biomedical-concept-mapper/logo.png
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diff --git a/src/assets/projects/usdm-biomedical-concept-mapper/usdm-biomedical-concept-mapper.json b/src/assets/projects/usdm-biomedical-concept-mapper/usdm-biomedical-concept-mapper.json
new file mode 100644
index 0000000..98b9b49
--- /dev/null
+++ b/src/assets/projects/usdm-biomedical-concept-mapper/usdm-biomedical-concept-mapper.json
@@ -0,0 +1,46 @@
+{
+  "projectInfo": {
+    "projectName": "USDM Biomedical Concept Mapper",
+    "projectOwner": "AI-LENS",
+    "projectContact": [
+      "pritamdey@ailens.ai",
+      "rchpradeep@ailens.ai",
+      "chekresh.hosbect@ailens.ai"
+    ],
+    "projectLandingPage": "https://github.com/AI-LENS/usdm-bc-mapper",
+    "projectRepository": "https://github.com/AI-LENS/usdm-bc-mapper",
+    "programmingLanguage": [
+      "Python"
+    ],
+    "openSourceLicense": [
+      "GPL-3.0"
+    ],
+    "cdiscStandards": [
+      "USDM",
+      "SDTM"
+    ],
+    "projectMaturity": "Beta",
+    "agreeWithCdiscCodeOfEthics": true,
+    "user": [
+      "Clinical standards leads",
+      "Clinical programmers",
+      "Study data managers"
+    ],
+    "logoUrl": ""
+  },
+  "detailedDescription": {
+    "problem": "Clinical teams need dependable ways to express protocol and study activities as structured metadata that can drive automation across design, build, and analysis. Today, mappings between planned activities and CDISC biomedical concepts within the Unified Study Data Model (USDM) is done manually, which is hard to replicate,  audit, and scale. This slows study startup,increases rework, and limits the ability  to standardize processes.",
+    "solution": "The USDM Biomedical Concept Mapper delivers a metadata-driven workflow that\nretrieves candidate biomedical concepts, reasons across them with commercial or\nopen-source large language models, and writes validated mappings back into USDM\npackages. The lightweight CLI (`bcm`) supports mapping full studies, targeted\nconcept lookups, and retrieval-only searches, providing explainable outputs and\nconfidence scoring. Retrieval uses BM25 plus Polars indices over the latest CDISC\nbiomedical concepts and SDTM dataset specializations, while the mapper writes\ndeterministic JSON aligned with the official USDM SDK to enable automation across\nstudy design and build.",
+    "openSourceConsiderations": "The project is released under the GNU General Public License v3.0 to encourage\ncollaboration, transparency, and community auditability. Core dependencies are\npermissively licensed, and the repository ships with reproducible retrieval\ndatasets under the CDISC terms-of-use. Open-source distribution ensures\norganizations can deploy the agent with their preferred infrastructure, including\nself-hosted LLMs.",
+    "maintenanceModel": "AI-LENS stewards the GitHub repository, tags semantic versions (current release\n0.3.2), and tracks issues and feature requests through GitHub Issues. Continuous\nintegration relies on pytest and pre-commit hooks, and data updates to the CDISC\nindices are scripted to keep pace with COSMoS exports. Roadmap discussions happen\nin pull requests to maintain traceable decision history.",
+    "projectSize": "Medium. The codebase spans multiple modules, packaged datasets (~40 MB of CDISC\nterminology), and a CLI surface. Active development began in 2025 and continues\nwith frequent releases.",
+    "contributors": "Contributors follow the repository's contributing guidelines, run `pre-commit run\n--all-files`, and add pytest coverage for new features. Pull requests require\ndescriptive change logs and must respect the GPL-3.0 licensing obligations and\nCDISC data usage terms.",
+    "userDetails": "Target users are CDISC standards teams, study data managers, and clinical\nprogrammers who want explainable USDM-to-biomedical concept mappings to drive\nmetadata reuse and automation. Users are expected to understand USDM structures,\nCDISC controlled terminology, and basic command-line workflows. Output artifacts\nare designed for downstream study build, analytics, and documentation pipelines.",
+    "preRequisites": "Python 3.13+, `uv` or another PEP 668-compliant environment manager, and read\naccess to CDISC biomedical concept data packaged with the repository. For\nLLM-assisted mapping, users must configure API credentials (e.g., OpenAI, Gemini,\nor self-hosted endpoints) in `config.yaml`.",
+    "projectServiceOptions": "Community support is offered through the GitHub issue tracker. Enterprise users\ncan engage AI-LENS for collaboration or validation partnerships on request; there\nis no mandatory commercial service.",
+    "sponsors": "Self-funded by AI-LENS",
+    "goalsObjectives": "Deliver a production-ready, transparent pipeline that:\n- Keeps USDM artifacts aligned with authoritative CDISC biomedical concepts\n- Improves metadata reuse and traceability across studies\n- Reduces manual reconciliation and review effort\n- Standardizes mappings with explainability\n- Enables downstream automation across study build, analytics, and documentation\n- Integrates with existing metadata repositories and CI workflows via a CLI",
+    "communications": "Primary communication channels are GitHub Issues and pull requests. Project news\nis shared via repository releases and README updates; contributors may reach the\nmaintainers directly via the published email contacts.",
+    "additonalInformation": "The CLI exposes `usdm`, `find-bc-cdisc`, and `search-bc-cdisc` commands. Detailed\nconfiguration guidance, architecture diagrams, and AI SDK compatibility notes are\navailable in the README and `docs` folder. Early adopters can iterate on automated\ndata flows today and contribute improvements via GitHub issues and pull requests."
+  }
+}
\ No newline at end of file
diff --git a/src/assets/projects/usdm-biomedical-concept-mapper/usdm-biomedical-concept-mapper.yaml b/src/assets/projects/usdm-biomedical-concept-mapper/usdm-biomedical-concept-mapper.yaml
new file mode 100644
index 0000000..d6dc159
--- /dev/null
+++ b/src/assets/projects/usdm-biomedical-concept-mapper/usdm-biomedical-concept-mapper.yaml
@@ -0,0 +1,96 @@
+projectInfo:
+  projectName: USDM Biomedical Concept Mapper
+  projectOwner: AI-LENS
+  projectContact:
+  - pritamdey@ailens.ai
+  - rchpradeep@ailens.ai
+  - chekresh.hosbect@ailens.ai
+  projectLandingPage: https://github.com/AI-LENS/usdm-bc-mapper
+  projectRepository: https://github.com/AI-LENS/usdm-bc-mapper
+  programmingLanguage:
+  - Python
+  openSourceLicense:
+  - GPL-3.0
+  cdiscStandards:
+  - USDM
+  - SDTM
+  projectMaturity: Beta
+  agreeWithCdiscCodeOfEthics: true
+  user:
+  - Clinical standards leads
+  - Clinical programmers
+  - Study data managers
+  logoUrl:
+detailedDescription:
+  problem: >-
+    Clinical teams need dependable ways to express protocol and study activities as
+    structured metadata that can drive automation across design, build, and analysis.
+    Today, mappings between planned activities and CDISC biomedical concepts within
+    the Unified Study Data Model (USDM) is done manually, which is hard to replicate, 
+    audit, and scale. This slows study startup,increases rework, and limits the ability 
+    to standardize processes.
+  solution: |-
+    The USDM Biomedical Concept Mapper delivers a metadata-driven workflow that
+    retrieves candidate biomedical concepts, reasons across them with commercial or
+    open-source large language models, and writes validated mappings back into USDM
+    packages. The lightweight CLI (`bcm`) supports mapping full studies, targeted
+    concept lookups, and retrieval-only searches, providing explainable outputs and
+    confidence scoring. Retrieval uses BM25 plus Polars indices over the latest CDISC
+    biomedical concepts and SDTM dataset specializations, while the mapper writes
+    deterministic JSON aligned with the official USDM SDK to enable automation across
+    study design and build.
+  openSourceConsiderations: |-
+    The project is released under the GNU General Public License v3.0 to encourage
+    collaboration, transparency, and community auditability. Core dependencies are
+    permissively licensed, and the repository ships with reproducible retrieval
+    datasets under the CDISC terms-of-use. Open-source distribution ensures
+    organizations can deploy the agent with their preferred infrastructure, including
+    self-hosted LLMs.
+  maintenanceModel: |-
+    AI-LENS stewards the GitHub repository, tags semantic versions (current release
+    0.3.2), and tracks issues and feature requests through GitHub Issues. Continuous
+    integration relies on pytest and pre-commit hooks, and data updates to the CDISC
+    indices are scripted to keep pace with COSMoS exports. Roadmap discussions happen
+    in pull requests to maintain traceable decision history.
+  projectSize: |-
+    Medium. The codebase spans multiple modules, packaged datasets (~40 MB of CDISC
+    terminology), and a CLI surface. Active development began in 2025 and continues
+    with frequent releases.
+  contributors: |-
+    Contributors follow the repository's contributing guidelines, run `pre-commit run
+    --all-files`, and add pytest coverage for new features. Pull requests require
+    descriptive change logs and must respect the GPL-3.0 licensing obligations and
+    CDISC data usage terms.
+  userDetails: |-
+    Target users are CDISC standards teams, study data managers, and clinical
+    programmers who want explainable USDM-to-biomedical concept mappings to drive
+    metadata reuse and automation. Users are expected to understand USDM structures,
+    CDISC controlled terminology, and basic command-line workflows. Output artifacts
+    are designed for downstream study build, analytics, and documentation pipelines.
+  preRequisites: |-
+    Python 3.13+, `uv` or another PEP 668-compliant environment manager, and read
+    access to CDISC biomedical concept data packaged with the repository. For
+    LLM-assisted mapping, users must configure API credentials (e.g., OpenAI, Gemini,
+    or self-hosted endpoints) in `config.yaml`.
+  projectServiceOptions: |-
+    Community support is offered through the GitHub issue tracker. Enterprise users
+    can engage AI-LENS for collaboration or validation partnerships on request; there
+    is no mandatory commercial service.
+  sponsors: Self-funded by AI-LENS
+  goalsObjectives: |-
+    Deliver a production-ready, transparent pipeline that:
+    - Keeps USDM artifacts aligned with authoritative CDISC biomedical concepts
+    - Improves metadata reuse and traceability across studies
+    - Reduces manual reconciliation and review effort
+    - Standardizes mappings with explainability
+    - Enables downstream automation across study build, analytics, and documentation
+    - Integrates with existing metadata repositories and CI workflows via a CLI
+  communications: |-
+    Primary communication channels are GitHub Issues and pull requests. Project news
+    is shared via repository releases and README updates; contributors may reach the
+    maintainers directly via the published email contacts.
+  additonalInformation: |-
+    The CLI exposes `usdm`, `find-bc-cdisc`, and `search-bc-cdisc` commands. Detailed
+    configuration guidance, architecture diagrams, and AI SDK compatibility notes are
+    available in the README and `docs` folder. Early adopters can iterate on automated
+    data flows today and contribute improvements via GitHub issues and pull requests.