diff --git a/.env.example b/.env.example
index 4e4aa02..1581f3c 100644
--- a/.env.example
+++ b/.env.example
@@ -4,4 +4,8 @@ LOGGING=true
 PORT=4000
 INDEXER_URL=https://grants-stack-indexer-v2.gitcoin.co/
 OPENAI_API_KEY=your_openai_api_key
-NODE_ENV=development
\ No newline at end of file
+NODE_ENV=development
+# Performance tuning
+MAX_CONCURRENT_EVALUATIONS=5
+EVALUATION_BATCH_SIZE=25
+EVALUATION_BATCH_DELAY=2000
\ No newline at end of file
diff --git a/package.json b/package.json
index 0aa06fb..4587484 100644
--- a/package.json
+++ b/package.json
@@ -47,7 +47,11 @@
     "typeorm": "^0.3.20",
     "typescript": "^5.6.3",
     "viem": "^2.21.47",
-    "winston": "^3.16.0"
+    "winston": "^3.16.0",
+    "express-rate-limit": "^6.7.0",
+    "lodash": "^4.17.21",
+    "lru-cache": "^7.14.1",
+    "p-limit": "^3.1.0"
   },
   "scripts": {
     "dev": "ts-node-dev --respawn --transpile-only -r tsconfig-paths/register src/index.ts",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
new file mode 100644
index 0000000..e4c3619
--- /dev/null
+++ b/pnpm-lock.yaml
@@ -0,0 +1,5767 @@
+lockfileVersion: '9.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+importers:
+
+  .:
+    dependencies:
+      '@gitcoin/gs-passport-verifier':
+        specifier: ^0.0.1
+        version: 0.0.1
+      '@graphile-contrib/pg-simplify-inflector':
+        specifier: ^6.1.0
+        version: 6.1.0
+      '@types/bcrypt':
+        specifier: ^5.0.2
+        version: 5.0.2
+      '@types/express':
+        specifier: ^5.0.0
+        version: 5.0.0
+      '@types/jsonwebtoken':
+        specifier: ^9.0.7
+        version: 9.0.8
+      '@types/memory-cache':
+        specifier: ^0.2.6
+        version: 0.2.6
+      '@types/node':
+        specifier: ^16.18.119
+        version: 16.18.125
+      bcrypt:
+        specifier: ^5.1.1
+        version: 5.1.1
+      concurrently:
+        specifier: ^9.0.1
+        version: 9.1.2
+      cors:
+        specifier: ^2.8.5
+        version: 2.8.5
+      dotenv:
+        specifier: ^16.4.5
+        version: 16.4.7
+      express:
+        specifier: ^4.21.1
+        version: 4.21.2
+      express-rate-limit:
+        specifier: ^6.7.0
+        version: 6.11.2(express@4.21.2)
+      express-validator:
+        specifier: ^7.2.0
+        version: 7.2.1
+      graphql-request:
+        specifier: 6.1.0
+        version: 6.1.0(graphql@15.10.1)
+      json-stringify-deterministic:
+        specifier: ^1.0.12
+        version: 1.0.12
+      jsonwebtoken:
+        specifier: ^9.0.2
+        version: 9.0.2
+      lodash:
+        specifier: ^4.17.21
+        version: 4.17.21
+      lru-cache:
+        specifier: ^7.14.1
+        version: 7.18.3
+      memory-cache:
+        specifier: ^0.2.0
+        version: 0.2.0
+      openai:
+        specifier: ^4.71.1
+        version: 4.80.1(ws@8.18.0)
+      pg:
+        specifier: ^8.4.0
+        version: 8.13.1
+      postgraphile:
+        specifier: ^4.13.0
+        version: 4.14.0
+      postgraphile-plugin-connection-filter:
+        specifier: ^2.3.0
+        version: 2.3.0
+      reflect-metadata:
+        specifier: ^0.1.14
+        version: 0.1.14
+      tsconfig-paths:
+        specifier: ^4.2.0
+        version: 4.2.0
+      typeorm:
+        specifier: ^0.3.20
+        version: 0.3.20(pg@8.13.1)(ts-node@10.9.2(@types/node@16.18.125)(typescript@5.7.3))
+      typescript:
+        specifier: ^5.6.3
+        version: 5.7.3
+      viem:
+        specifier: ^2.21.47
+        version: 2.22.15(typescript@5.7.3)
+      winston:
+        specifier: ^3.16.0
+        version: 3.17.0
+    devDependencies:
+      '@typescript-eslint/eslint-plugin':
+        specifier: ^6.21.0
+        version: 6.21.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.7.3))(eslint@8.57.1)(typescript@5.7.3)
+      eslint:
+        specifier: ^8.57.1
+        version: 8.57.1
+      eslint-config-prettier:
+        specifier: ^9.1.0
+        version: 9.1.0(eslint@8.57.1)
+      eslint-config-standard-with-typescript:
+        specifier: ^43.0.1
+        version: 43.0.1(@typescript-eslint/eslint-plugin@6.21.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.7.3))(eslint@8.57.1)(typescript@5.7.3))(eslint-plugin-import@2.31.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.7.3))(eslint@8.57.1))(eslint-plugin-n@16.6.2(eslint@8.57.1))(eslint-plugin-promise@6.6.0(eslint@8.57.1))(eslint@8.57.1)(typescript@5.7.3)
+      eslint-plugin-import:
+        specifier: ^2.31.0
+        version: 2.31.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.7.3))(eslint@8.57.1)
+      eslint-plugin-n:
+        specifier: ^16.6.2
+        version: 16.6.2(eslint@8.57.1)
+      eslint-plugin-promise:
+        specifier: ^6.6.0
+        version: 6.6.0(eslint@8.57.1)
+      husky:
+        specifier: ^9.1.6
+        version: 9.1.7
+      lint-staged:
+        specifier: ^15.2.10
+        version: 15.4.3
+      nodemon:
+        specifier: ^3.1.7
+        version: 3.1.9
+      prettier:
+        specifier: 3.3.3
+        version: 3.3.3
+      swagger-jsdoc:
+        specifier: ^6.2.8
+        version: 6.2.8(openapi-types@12.1.3)
+      swagger-ui-express:
+        specifier: ^5.0.1
+        version: 5.0.1(express@4.21.2)
+      ts-node:
+        specifier: ^10.9.2
+        version: 10.9.2(@types/node@16.18.125)(typescript@5.7.3)
+      ts-node-dev:
+        specifier: ^2.0.0
+        version: 2.0.0(@types/node@16.18.125)(typescript@5.7.3)
+
+packages:
+
+  '@adraffy/ens-normalize@1.11.0':
+    resolution: {integrity: sha512-/3DDPKHqqIqxUULp8yP4zODUY1i+2xvVWsv8A79xGWdCAG+8sb0hRh0Rk2QyOJUnnbyPUAZYcpBuRe3nS2OIUg==}
+
+  '@apidevtools/json-schema-ref-parser@9.1.2':
+    resolution: {integrity: sha512-r1w81DpR+KyRWd3f+rk6TNqMgedmAxZP5v5KWlXQWlgMUUtyEJch0DKEci1SorPMiSeM8XPl7MZ3miJ60JIpQg==}
+
+  '@apidevtools/openapi-schemas@2.1.0':
+    resolution: {integrity: sha512-Zc1AlqrJlX3SlpupFGpiLi2EbteyP7fXmUOGup6/DnkRgjP9bgMM/ag+n91rsv0U1Gpz0H3VILA/o3bW7Ua6BQ==}
+    engines: {node: '>=10'}
+
+  '@apidevtools/swagger-methods@3.0.2':
+    resolution: {integrity: sha512-QAkD5kK2b1WfjDS/UQn/qQkbwF31uqRjPTrsCs5ZG9BQGAkjwvqGFjjPqAuzac/IYzpPtRzjCP1WrTuAIjMrXg==}
+
+  '@apidevtools/swagger-parser@10.0.3':
+    resolution: {integrity: sha512-sNiLY51vZOmSPFZA5TF35KZ2HbgYklQnTSDnkghamzLb3EkNtcQnrBQEj5AOCxHpTtXpqMCRM1CrmV2rG6nw4g==}
+    peerDependencies:
+      openapi-types: '>=7'
+
+  '@colors/colors@1.6.0':
+    resolution: {integrity: sha512-Ir+AOibqzrIsL6ajt3Rz3LskB7OiMVHqltZmspbW/TJuTVuyOMirVqAkjfY6JISiLHgyNqicAC8AyHHGzNd/dA==}
+    engines: {node: '>=0.1.90'}
+
+  '@cspotcode/source-map-support@0.8.1':
+    resolution: {integrity: sha512-IchNf6dN4tHoMFIn/7OE8LWZ19Y6q/67Bmf6vnGREv8RSbBVb9LPJxEcnwrcwX6ixSvaiGoomAUvu4YSxXrVgw==}
+    engines: {node: '>=12'}
+
+  '@dabh/diagnostics@2.0.3':
+    resolution: {integrity: sha512-hrlQOIi7hAfzsMqlGSFyVucrx38O+j6wiGOf//H2ecvIEqYN4ADBSS2iLMh5UFyDunCNniUIPk/q3riFv45xRA==}
+
+  '@eslint-community/eslint-utils@4.4.1':
+    resolution: {integrity: sha512-s3O3waFUrMV8P/XaF/+ZTp1X9XBZW1a4B97ZnjQF2KYWaFD2A8KyFBsrsfSjEmjn3RGWAIuvlneuZm3CUK3jbA==}
+    engines: {node: ^12.22.0 || ^14.17.0 || >=16.0.0}
+    peerDependencies:
+      eslint: ^6.0.0 || ^7.0.0 || >=8.0.0
+
+  '@eslint-community/regexpp@4.12.1':
+    resolution: {integrity: sha512-CCZCDJuduB9OUkFkY2IgppNZMi2lBQgD2qzwXkEia16cge2pijY/aXi96CJMquDMn3nJdlPV1A5KrJEXwfLNzQ==}
+    engines: {node: ^12.0.0 || ^14.0.0 || >=16.0.0}
+
+  '@eslint/eslintrc@2.1.4':
+    resolution: {integrity: sha512-269Z39MS6wVJtsoUl10L60WdkhJVdPG24Q4eZTH3nnF6lpvSShEK3wQjDX9JRWAUPvPh7COouPpU9IrqaZFvtQ==}
+    engines: {node: ^12.22.0 || ^14.17.0 || >=16.0.0}
+
+  '@eslint/js@8.57.1':
+    resolution: {integrity: sha512-d9zaMRSTIKDLhctzH12MtXvJKSSUhaHcjV+2Z+GK+EEY7XKpP5yR4x+N3TAcHTcu963nIr+TMcCb4DBCYX1z6Q==}
+    engines: {node: ^12.22.0 || ^14.17.0 || >=16.0.0}
+
+  '@gitcoin/gs-passport-verifier@0.0.1':
+    resolution: {integrity: sha512-E9RzmX/6zfTNBDxzstKmgmlv5K4c676YEeIpfAGl+B2q8whL974//x2md7CX9lNmm3uDSzvwRx1xEEdAaHSHiA==}
+
+  '@gitcoinco/passport-sdk-reader@0.1.4':
+    resolution: {integrity: sha512-MRZ+p3ZdBz7/7U7/+3/LnwU4nXMeWGwPWakvPLTXL0ys74jmIrn0b1j2uh0D8EsdstoAnksbO9wEBRED40wHAg==}
+
+  '@gitcoinco/passport-sdk-types@0.2.0':
+    resolution: {integrity: sha512-qS7P4atgeAEfI6VlGcoXr10E6SsKAlHiPNfSyr25HJpnNomi7J0Yy6krscUPiPsn1eCKOFQeC8uDqTdiXXMGLw==}
+
+  '@graphile-contrib/pg-simplify-inflector@6.1.0':
+    resolution: {integrity: sha512-3eI2FP4ulu/fxwkJBNXhR6XEzqVz4wJWFr4LfeyUNNArUtLFx0DpP6YdcARCYgwLExFcIQNE8fnul3JKiciYIw==}
+
+  '@graphile/lru@4.11.0':
+    resolution: {integrity: sha512-Fakuk190EAKxWSa9YQyr/87g8mvAv8HBvk6yPCPuIoA3bYXF7n6kl0XSqKjSd5VfjEqhtnzQ6zJGzDf1Gv/tJg==}
+    engines: {node: '>=8.6'}
+
+  '@graphql-typed-document-node/core@3.2.0':
+    resolution: {integrity: sha512-mB9oAsNCm9aM3/SOv4YtBMqZbYj10R7dkq8byBqxGY/ncFwhf2oQzMV+LCRlWoDSEBJ3COiR1yeDvMtsoOsuFQ==}
+    peerDependencies:
+      graphql: ^0.8.0 || ^0.9.0 || ^0.10.0 || ^0.11.0 || ^0.12.0 || ^0.13.0 || ^14.0.0 || ^15.0.0 || ^16.0.0 || ^17.0.0
+
+  '@humanwhocodes/config-array@0.13.0':
+    resolution: {integrity: sha512-DZLEEqFWQFiyK6h5YIeynKx7JlvCYWL0cImfSRXZ9l4Sg2efkFGTuFf6vzXjK1cq6IYkU+Eg/JizXw+TD2vRNw==}
+    engines: {node: '>=10.10.0'}
+    deprecated: Use @eslint/config-array instead
+
+  '@humanwhocodes/module-importer@1.0.1':
+    resolution: {integrity: sha512-bxveV4V8v5Yb4ncFTT3rPSgZBOpCkjfK0y4oVVVJwIuDVBRMDXrPyXRL988i5ap9m9bnyEEjWfm5WkBmtffLfA==}
+    engines: {node: '>=12.22'}
+
+  '@humanwhocodes/object-schema@2.0.3':
+    resolution: {integrity: sha512-93zYdMES/c1D69yZiKDBj0V24vqNzB/koF26KPaagAfd3P/4gUlh3Dys5ogAK+Exi9QyzlD8x/08Zt7wIKcDcA==}
+    deprecated: Use @eslint/object-schema instead
+
+  '@isaacs/cliui@8.0.2':
+    resolution: {integrity: sha512-O8jcjabXaleOG9DQ0+ARXWZBTfnP4WNAqzuiJK7ll44AmxGKv/J2M4TPjxjY3znBCfvBXFzucm1twdyFybFqEA==}
+    engines: {node: '>=12'}
+
+  '@jridgewell/resolve-uri@3.1.2':
+    resolution: {integrity: sha512-bRISgCIjP20/tbWSPWMEi54QVPRZExkuD9lJL+UIxUKtwVJA8wW1Trb1jMs1RFXo1CBTNZ/5hpC9QvmKWdopKw==}
+    engines: {node: '>=6.0.0'}
+
+  '@jridgewell/sourcemap-codec@1.5.0':
+    resolution: {integrity: sha512-gv3ZRaISU3fjPAgNsriBRqGWQL6quFx04YMPW/zD8XMLsU32mhCCbfbO6KZFLjvYpCZ8zyDEgqsgf+PwPaM7GQ==}
+
+  '@jridgewell/trace-mapping@0.3.9':
+    resolution: {integrity: sha512-3Belt6tdc8bPgAtbcmdtNJlirVoTmEb5e2gC94PnkwEW9jI6CAHUeoG85tjWP5WquqfavoMtMwiG4P926ZKKuQ==}
+
+  '@jsdevtools/ono@7.1.3':
+    resolution: {integrity: sha512-4JQNk+3mVzK3xh2rqd6RB4J46qUR19azEHBneZyTZM+c456qOrbbM/5xcR8huNCCcbVt7+UmizG6GuUvPvKUYg==}
+
+  '@mapbox/node-pre-gyp@1.0.11':
+    resolution: {integrity: sha512-Yhlar6v9WQgUp/He7BdgzOz8lqMQ8sU+jkCq7Wx8Myc5YFJLbEe7lgui/V7G1qB1DJykHSGwreceSaD60Y0PUQ==}
+    hasBin: true
+
+  '@noble/curves@1.8.1':
+    resolution: {integrity: sha512-warwspo+UYUPep0Q+vtdVB4Ugn8GGQj8iyB3gnRWsztmUHTI3S1nhdiWNsPUGL0vud7JlRRk1XEu7Lq1KGTnMQ==}
+    engines: {node: ^14.21.3 || >=16}
+
+  '@noble/hashes@1.7.1':
+    resolution: {integrity: sha512-B8XBPsn4vT/KJAGqDzbwztd+6Yte3P4V7iafm24bxgDe/mlRuK6xmWPuCNrKt2vDafZ8MfJLlchDG/vYafQEjQ==}
+    engines: {node: ^14.21.3 || >=16}
+
+  '@nodelib/fs.scandir@2.1.5':
+    resolution: {integrity: sha512-vq24Bq3ym5HEQm2NKCr3yXDwjc7vTsEThRDnkp2DK9p1uqLR+DHurm/NOTo0KG7HYHU7eppKZj3MyqYuMBf62g==}
+    engines: {node: '>= 8'}
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+  '@nodelib/fs.stat@2.0.5':
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+    engines: {node: '>= 8'}
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+
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+
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+    resolution: {integrity: sha512-DcRjDCujK/kCk/cUe8Xz8ZSpm8mS3mNNpta+jGCA6USEDfktlNvm1+IuZ9eTcDbNk41BHwpHHeW+N1lKCz4zOw==}
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+      '@apidevtools/swagger-parser': 10.0.3(openapi-types@12.1.3)
+    transitivePeerDependencies:
+      - openapi-types
+
+  swagger-ui-dist@5.18.2:
+    dependencies:
+      '@scarf/scarf': 1.4.0
+
+  swagger-ui-express@5.0.1(express@4.21.2):
+    dependencies:
+      express: 4.21.2
+      swagger-ui-dist: 5.18.2
+
+  symbol-observable@1.2.0: {}
+
+  tar@6.2.1:
+    dependencies:
+      chownr: 2.0.0
+      fs-minipass: 2.1.0
+      minipass: 5.0.0
+      minizlib: 2.1.2
+      mkdirp: 1.0.4
+      yallist: 4.0.0
+
+  text-hex@1.0.0: {}
+
+  text-table@0.2.0: {}
+
+  thenify-all@1.6.0:
+    dependencies:
+      thenify: 3.3.1
+
+  thenify@3.3.1:
+    dependencies:
+      any-promise: 1.3.0
+
+  to-regex-range@5.0.1:
+    dependencies:
+      is-number: 7.0.0
+
+  toidentifier@1.0.1: {}
+
+  touch@3.1.1: {}
+
+  tr46@0.0.3: {}
+
+  tree-kill@1.2.2: {}
+
+  triple-beam@1.4.1: {}
+
+  ts-api-utils@1.4.3(typescript@5.7.3):
+    dependencies:
+      typescript: 5.7.3
+
+  ts-node-dev@2.0.0(@types/node@16.18.125)(typescript@5.7.3):
+    dependencies:
+      chokidar: 3.6.0
+      dynamic-dedupe: 0.3.0
+      minimist: 1.2.8
+      mkdirp: 1.0.4
+      resolve: 1.22.10
+      rimraf: 2.7.1
+      source-map-support: 0.5.21
+      tree-kill: 1.2.2
+      ts-node: 10.9.2(@types/node@16.18.125)(typescript@5.7.3)
+      tsconfig: 7.0.0
+      typescript: 5.7.3
+    transitivePeerDependencies:
+      - '@swc/core'
+      - '@swc/wasm'
+      - '@types/node'
+
+  ts-node@10.9.2(@types/node@16.18.125)(typescript@5.7.3):
+    dependencies:
+      '@cspotcode/source-map-support': 0.8.1
+      '@tsconfig/node10': 1.0.11
+      '@tsconfig/node12': 1.0.11
+      '@tsconfig/node14': 1.0.3
+      '@tsconfig/node16': 1.0.4
+      '@types/node': 16.18.125
+      acorn: 8.14.0
+      acorn-walk: 8.3.4
+      arg: 4.1.3
+      create-require: 1.1.1
+      diff: 4.0.2
+      make-error: 1.3.6
+      typescript: 5.7.3
+      v8-compile-cache-lib: 3.0.1
+      yn: 3.1.1
+
+  tsconfig-paths@3.15.0:
+    dependencies:
+      '@types/json5': 0.0.29
+      json5: 1.0.2
+      minimist: 1.2.8
+      strip-bom: 3.0.0
+
+  tsconfig-paths@4.2.0:
+    dependencies:
+      json5: 2.2.3
+      minimist: 1.2.8
+      strip-bom: 3.0.0
+
+  tsconfig@7.0.0:
+    dependencies:
+      '@types/strip-bom': 3.0.0
+      '@types/strip-json-comments': 0.0.30
+      strip-bom: 3.0.0
+      strip-json-comments: 2.0.1
+
+  tslib@2.8.1: {}
+
+  tulons@0.0.7:
+    dependencies:
+      axios: 0.27.2
+    transitivePeerDependencies:
+      - debug
+
+  type-check@0.4.0:
+    dependencies:
+      prelude-ls: 1.2.1
+
+  type-fest@0.20.2: {}
+
+  type-is@1.6.18:
+    dependencies:
+      media-typer: 0.3.0
+      mime-types: 2.1.35
+
+  typed-array-buffer@1.0.3:
+    dependencies:
+      call-bound: 1.0.3
+      es-errors: 1.3.0
+      is-typed-array: 1.1.15
+
+  typed-array-byte-length@1.0.3:
+    dependencies:
+      call-bind: 1.0.8
+      for-each: 0.3.4
+      gopd: 1.2.0
+      has-proto: 1.2.0
+      is-typed-array: 1.1.15
+
+  typed-array-byte-offset@1.0.4:
+    dependencies:
+      available-typed-arrays: 1.0.7
+      call-bind: 1.0.8
+      for-each: 0.3.4
+      gopd: 1.2.0
+      has-proto: 1.2.0
+      is-typed-array: 1.1.15
+      reflect.getprototypeof: 1.0.10
+
+  typed-array-length@1.0.7:
+    dependencies:
+      call-bind: 1.0.8
+      for-each: 0.3.4
+      gopd: 1.2.0
+      is-typed-array: 1.1.15
+      possible-typed-array-names: 1.0.0
+      reflect.getprototypeof: 1.0.10
+
+  typeorm@0.3.20(pg@8.13.1)(ts-node@10.9.2(@types/node@16.18.125)(typescript@5.7.3)):
+    dependencies:
+      '@sqltools/formatter': 1.2.5
+      app-root-path: 3.1.0
+      buffer: 6.0.3
+      chalk: 4.1.2
+      cli-highlight: 2.1.11
+      dayjs: 1.11.13
+      debug: 4.4.0(supports-color@5.5.0)
+      dotenv: 16.4.7
+      glob: 10.4.5
+      mkdirp: 2.1.6
+      reflect-metadata: 0.2.2
+      sha.js: 2.4.11
+      tslib: 2.8.1
+      uuid: 9.0.1
+      yargs: 17.7.2
+    optionalDependencies:
+      pg: 8.13.1
+      ts-node: 10.9.2(@types/node@16.18.125)(typescript@5.7.3)
+    transitivePeerDependencies:
+      - supports-color
+
+  typescript@5.7.3: {}
+
+  unbox-primitive@1.1.0:
+    dependencies:
+      call-bound: 1.0.3
+      has-bigints: 1.1.0
+      has-symbols: 1.1.0
+      which-boxed-primitive: 1.1.1
+
+  undefsafe@2.0.5: {}
+
+  undici-types@5.26.5: {}
+
+  unpipe@1.0.0: {}
+
+  uri-js@4.4.1:
+    dependencies:
+      punycode: 2.3.1
+
+  util-deprecate@1.0.2: {}
+
+  utils-merge@1.0.1: {}
+
+  uuid@9.0.1: {}
+
+  v8-compile-cache-lib@3.0.1: {}
+
+  validator@13.12.0: {}
+
+  vary@1.1.2: {}
+
+  viem@2.22.15(typescript@5.7.3):
+    dependencies:
+      '@noble/curves': 1.8.1
+      '@noble/hashes': 1.7.1
+      '@scure/bip32': 1.6.2
+      '@scure/bip39': 1.5.4
+      abitype: 1.0.8(typescript@5.7.3)
+      isows: 1.0.6(ws@8.18.0)
+      ox: 0.6.7(typescript@5.7.3)
+      ws: 8.18.0
+    optionalDependencies:
+      typescript: 5.7.3
+    transitivePeerDependencies:
+      - bufferutil
+      - utf-8-validate
+      - zod
+
+  web-streams-polyfill@4.0.0-beta.3: {}
+
+  webidl-conversions@3.0.1: {}
+
+  whatwg-url@5.0.0:
+    dependencies:
+      tr46: 0.0.3
+      webidl-conversions: 3.0.1
+
+  which-boxed-primitive@1.1.1:
+    dependencies:
+      is-bigint: 1.1.0
+      is-boolean-object: 1.2.1
+      is-number-object: 1.1.1
+      is-string: 1.1.1
+      is-symbol: 1.1.1
+
+  which-builtin-type@1.2.1:
+    dependencies:
+      call-bound: 1.0.3
+      function.prototype.name: 1.1.8
+      has-tostringtag: 1.0.2
+      is-async-function: 2.1.1
+      is-date-object: 1.1.0
+      is-finalizationregistry: 1.1.1
+      is-generator-function: 1.1.0
+      is-regex: 1.2.1
+      is-weakref: 1.1.0
+      isarray: 2.0.5
+      which-boxed-primitive: 1.1.1
+      which-collection: 1.0.2
+      which-typed-array: 1.1.18
+
+  which-collection@1.0.2:
+    dependencies:
+      is-map: 2.0.3
+      is-set: 2.0.3
+      is-weakmap: 2.0.2
+      is-weakset: 2.0.4
+
+  which-typed-array@1.1.18:
+    dependencies:
+      available-typed-arrays: 1.0.7
+      call-bind: 1.0.8
+      call-bound: 1.0.3
+      for-each: 0.3.4
+      gopd: 1.2.0
+      has-tostringtag: 1.0.2
+
+  which@2.0.2:
+    dependencies:
+      isexe: 2.0.0
+
+  wide-align@1.1.5:
+    dependencies:
+      string-width: 4.2.3
+
+  winston-transport@4.9.0:
+    dependencies:
+      logform: 2.7.0
+      readable-stream: 3.6.2
+      triple-beam: 1.4.1
+
+  winston@3.17.0:
+    dependencies:
+      '@colors/colors': 1.6.0
+      '@dabh/diagnostics': 2.0.3
+      async: 3.2.6
+      is-stream: 2.0.1
+      logform: 2.7.0
+      one-time: 1.0.0
+      readable-stream: 3.6.2
+      safe-stable-stringify: 2.5.0
+      stack-trace: 0.0.10
+      triple-beam: 1.4.1
+      winston-transport: 4.9.0
+
+  word-wrap@1.2.5: {}
+
+  wrap-ansi@7.0.0:
+    dependencies:
+      ansi-styles: 4.3.0
+      string-width: 4.2.3
+      strip-ansi: 6.0.1
+
+  wrap-ansi@8.1.0:
+    dependencies:
+      ansi-styles: 6.2.1
+      string-width: 5.1.2
+      strip-ansi: 7.1.0
+
+  wrap-ansi@9.0.0:
+    dependencies:
+      ansi-styles: 6.2.1
+      string-width: 7.2.0
+      strip-ansi: 7.1.0
+
+  wrappy@1.0.2: {}
+
+  ws@7.5.10: {}
+
+  ws@8.18.0: {}
+
+  xtend@4.0.2: {}
+
+  y18n@5.0.8: {}
+
+  yallist@2.1.2: {}
+
+  yallist@3.1.1: {}
+
+  yallist@4.0.0: {}
+
+  yaml@2.0.0-1: {}
+
+  yaml@2.7.0: {}
+
+  yargs-parser@20.2.9: {}
+
+  yargs-parser@21.1.1: {}
+
+  yargs@16.2.0:
+    dependencies:
+      cliui: 7.0.4
+      escalade: 3.2.0
+      get-caller-file: 2.0.5
+      require-directory: 2.1.1
+      string-width: 4.2.3
+      y18n: 5.0.8
+      yargs-parser: 20.2.9
+
+  yargs@17.7.2:
+    dependencies:
+      cliui: 8.0.1
+      escalade: 3.2.0
+      get-caller-file: 2.0.5
+      require-directory: 2.1.1
+      string-width: 4.2.3
+      y18n: 5.0.8
+      yargs-parser: 21.1.1
+
+  yn@3.1.1: {}
+
+  yocto-queue@0.1.0: {}
+
+  z-schema@5.0.5:
+    dependencies:
+      lodash.get: 4.4.2
+      lodash.isequal: 4.5.0
+      validator: 13.12.0
+    optionalDependencies:
+      commander: 9.5.0
diff --git a/src/controllers/evaluationController.ts b/src/controllers/evaluationController.ts
index 80451d7..f4bc449 100644
--- a/src/controllers/evaluationController.ts
+++ b/src/controllers/evaluationController.ts
@@ -32,6 +32,7 @@ import type {
   PoolIdChainIdBody,
 } from './types';
 import evaluationQuestionService from '@/service/EvaluationQuestionService';
+import { rateLimit } from 'express-rate-limit';
 
 const logger = createLogger();
 
@@ -39,6 +40,24 @@ interface EvaluationBody extends CreateEvaluationParams {
   signature: Hex;
 }
 
+export const evaluationRateLimiter = rateLimit({
+  windowMs: 60 * 1000,
+  max: 20, // 20 requests per minute
+  message: 'Too many evaluation requests',
+});
+
+export const recreateEvaluationQuestionsLimiter = rateLimit({
+  windowMs: 60 * 1000,
+  max: 5, // More restrictive for question recreation
+  message: 'Too many question recreation requests',
+});
+
+export const triggerLLMEvaluationLimiter = rateLimit({
+  windowMs: 60 * 1000,
+  max: 10, // 10 requests per minute
+  message: 'Too many LLM evaluation requests',
+});
+
 export const recreateEvaluationQuestions = async (
   req: Request,
   res: Response
@@ -304,117 +323,131 @@ export const createLLMEvaluations = async (
   const roundCache: Record<string, RoundWithApplications> = {};
   const failedProjects: string[] = [];
 
-  // Split the paramsArray into batches of 10
-  const batchedParams = batchPromises(paramsArray, 10);
+  // Increase batch size and add delay between batches
+  const BATCH_SIZE = 25;
+  const BATCH_DELAY = 2000; // 2 seconds between batches
+
+  // Deduplicate params array based on unique application IDs
+  const uniqueParams = paramsArray.filter(
+    (param, index, self) =>
+      index ===
+      self.findIndex(
+        p =>
+          p.alloApplicationId === param.alloApplicationId &&
+          p.chainId === param.chainId
+      )
+  );
+
+  const batchedParams = batchPromises(uniqueParams, BATCH_SIZE);
 
   for (const batch of batchedParams) {
     try {
-      // Process each batch of promises concurrently
-      const evaluationPromises = batch.map(async params => {
-        try {
-          const evaluationQuestions =
-            params.questions === undefined || params.questions.length === 0
-              ? await evaluationService.getQuestionsByChainAndAlloPoolId(
-                  params.chainId,
-                  params.alloPoolId
-                )
-              : params.questions;
-
-          if (
-            evaluationQuestions === null ||
-            evaluationQuestions.length === 0
-          ) {
-            logger.error(
-              'createLLMEvaluations:Failed to get evaluation questions'
-            );
-            throw new Error('Failed to get evaluation questions');
-          }
-
-          let roundMetadata = params.roundMetadata;
-          let applicationMetadata = params.applicationMetadata;
-
-          // Check if the round is already in cache
-          if (roundMetadata == null || applicationMetadata == null) {
-            let round: RoundWithApplications | null;
-
-            // If the round is cached, use it
-            if (roundCache[params.alloPoolId] != null) {
-              round = roundCache[params.alloPoolId];
-              logger.debug(
-                `Using cached round data for roundId: ${params.alloPoolId}`
-              );
-            } else {
-              // Fetch the round and store it in the cache
-              const [error, fetchedRound] = await catchError(
-                indexerClient.getRoundWithApplications({
-                  chainId: params.chainId,
-                  roundId: params.alloPoolId,
-                })
-              );
-
-              if (error !== undefined || fetchedRound == null) {
-                logger.error('Failed to fetch round with applications');
-                throw new Error('Failed to fetch round with applications');
-              }
-
-              round = fetchedRound;
-              roundCache[params.alloPoolId] = round;
-              logger.info(
-                `Fetched and cached round with ID: ${round.id}, which includes ${round.applications.length} applications`
-              );
-            }
-
-            const application = round.applications.find(
-              app => app.id === params.alloApplicationId
-            );
-            if (application == null) {
-              logger.error(
-                `Application with ID: ${params.alloApplicationId} not found in round`
-              );
-              throw new NotFoundError(
-                `Application with ID: ${params.alloApplicationId} not found in round`
-              );
-            }
-
-            roundMetadata = round.roundMetadata;
-            applicationMetadata = application.metadata;
-          }
-
-          const evaluation = await requestEvaluation(
-            roundMetadata,
-            applicationMetadata,
-            evaluationQuestions
-          );
-
-          await createEvaluation({
-            chainId: params.chainId,
-            alloPoolId: params.alloPoolId,
-            alloApplicationId: params.alloApplicationId,
-            cid: params.cid,
-            evaluator: params.evaluator,
-            summaryInput: evaluation,
-            evaluatorType: EVALUATOR_TYPE.LLM_GPT3,
-          });
-        } catch (error) {
-          // If an error occurs, add the project ID to the failedProjects array
-          failedProjects.push(params.alloApplicationId);
-          throw error;
-        }
-      });
-
-      await Promise.all(evaluationPromises);
+      // Process batch with concurrency limit
+      await Promise.all(
+        batch.map(async params => {
+          await processSingleEvaluation(params, roundCache, failedProjects);
+        })
+      );
 
-      await new Promise(resolve => setTimeout(resolve, 1000));
+      // Add delay between batches to prevent overwhelming the system
+      if (batchedParams.indexOf(batch) < batchedParams.length - 1) {
+        await new Promise(resolve => setTimeout(resolve, BATCH_DELAY));
+      }
     } catch (batchError) {
-      // Handle any error within the batch (if any promise fails)
-      logger.error(
-        'Error processing batch, skipping to the next one:',
-        batchError
-      );
-      // Continue to the next batch even if an error occurred
+      logger.error('Error processing batch:', batchError);
       continue;
     }
   }
 
   return failedProjects;
 };
+
+async function processSingleEvaluation(
+  params: CreateLLMEvaluationParams,
+  roundCache: Record<string, RoundWithApplications>,
+  failedProjects: string[]
+): Promise<void> {
+  try {
+    const evaluationQuestions =
+      params.questions === undefined || params.questions.length === 0
+        ? await evaluationService.getQuestionsByChainAndAlloPoolId(
+            params.chainId,
+            params.alloPoolId
+          )
+        : params.questions;
+
+    if (evaluationQuestions === null || evaluationQuestions.length === 0) {
+      logger.error('createLLMEvaluations:Failed to get evaluation questions');
+      throw new Error('Failed to get evaluation questions');
+    }
+
+    let roundMetadata = params.roundMetadata;
+    let applicationMetadata = params.applicationMetadata;
+
+    // Check if the round is already in cache
+    if (roundMetadata == null || applicationMetadata == null) {
+      let round: RoundWithApplications | null;
+
+      // If the round is cached, use it
+      if (roundCache[params.alloPoolId] != null) {
+        round = roundCache[params.alloPoolId];
+        logger.debug(
+          `Using cached round data for roundId: ${params.alloPoolId}`
+        );
+      } else {
+        // Fetch the round and store it in the cache
+        const [error, fetchedRound] = await catchError(
+          indexerClient.getRoundWithApplications({
+            chainId: params.chainId,
+            roundId: params.alloPoolId,
+          })
+        );
+
+        if (error !== undefined || fetchedRound == null) {
+          logger.error('Failed to fetch round with applications');
+          throw new Error('Failed to fetch round with applications');
+        }
+
+        round = fetchedRound;
+        roundCache[params.alloPoolId] = round;
+        logger.info(
+          `Fetched and cached round with ID: ${round.id}, which includes ${round.applications.length} applications`
+        );
+      }
+
+      const application = round.applications.find(
+        app => app.id === params.alloApplicationId
+      );
+      if (application == null) {
+        logger.error(
+          `Application with ID: ${params.alloApplicationId} not found in round`
+        );
+        throw new NotFoundError(
+          `Application with ID: ${params.alloApplicationId} not found in round`
+        );
+      }
+
+      roundMetadata = round.roundMetadata;
+      applicationMetadata = application.metadata;
+    }
+
+    const evaluation = await requestEvaluation(
+      roundMetadata,
+      applicationMetadata,
+      evaluationQuestions
+    );
+
+    await createEvaluation({
+      chainId: params.chainId,
+      alloPoolId: params.alloPoolId,
+      alloApplicationId: params.alloApplicationId,
+      cid: params.cid,
+      evaluator: params.evaluator,
+      summaryInput: evaluation,
+      evaluatorType: EVALUATOR_TYPE.LLM_GPT3,
+    });
+  } catch (error) {
+    failedProjects.push(params.alloApplicationId);
+    throw error;
+  }
+}
diff --git a/src/controllers/poolController.ts b/src/controllers/poolController.ts
index 3928cdf..850140f 100644
--- a/src/controllers/poolController.ts
+++ b/src/controllers/poolController.ts
@@ -20,6 +20,8 @@ import {
 import { type Pool } from '@/entity/Pool';
 import { IsNullError, NotFoundError } from '@/errors';
 import { env } from '@/env';
+import { rateLimit } from 'express-rate-limit';
+import { throttle } from 'lodash';
 
 const logger = createLogger();
 
@@ -29,6 +31,103 @@ interface PoolIdChainId {
   skipEvaluation?: boolean;
 }
 
+// Create a map to store ongoing sync operations
+const syncOperations = new Map<string, Promise<string[]>>();
+
+// Rate limiter middleware
+export const syncPoolRateLimiter = rateLimit({
+  windowMs: 60 * 1000, // 1 minute
+  max: 10, // limit each IP to 10 requests per windowMs
+  message: 'Too many sync requests, please try again later',
+});
+
+interface SyncPoolParams {
+  chainId: number;
+  alloPoolId: string;
+  skipEvaluation?: boolean;
+}
+
+// Throttled sync function with proper types
+const throttledSync = throttle(
+  async (params: SyncPoolParams): Promise<string[]> => {
+    const key = `${params.chainId}-${params.alloPoolId}`;
+
+    // If there's already a sync operation in progress for this pool, return it
+    if (syncOperations.has(key)) {
+      const existingOperation = syncOperations.get(key);
+      if (existingOperation !== undefined) {
+        return await existingOperation;
+      }
+    }
+
+    const syncPromise = (async () => {
+      try {
+        // ---- Fetch pool data from the indexer ----
+        const [errorFetching, indexerPoolData] = await catchError(
+          indexerClient.getRoundWithApplications({
+            chainId: params.chainId,
+            roundId: params.alloPoolId,
+          })
+        );
+
+        // Handle errors or missing data from the indexer
+        if (errorFetching != null || indexerPoolData == null) {
+          logger.warn(
+            `No pool found for chainId: ${params.chainId}, alloPoolId: ${params.alloPoolId}`
+          );
+          throw new NotFoundError(`Pool not found on indexer`);
+        }
+
+        // ---- Get or create the pool ----
+        const [error, pool] = await catchError(
+          poolService.upsertPool(params.chainId, params.alloPoolId)
+        );
+
+        // Handle errors during the upsert operation
+        if (error != null || pool == null) {
+          logger.error(`Failed to upsert pool: ${error?.message}`);
+          throw new IsNullError(`Error upserting pool`);
+        }
+
+        // ---- LLM evaluation questions ----
+        const [evalQuestionsError, evaluationQuestions] = await catchError(
+          handlePoolEvaluationQuestions(pool, indexerPoolData.roundMetadata)
+        );
+
+        // Handle errors during the evaluation question handling
+        if (evalQuestionsError != null || evaluationQuestions == null) {
+          throw new IsNullError(`Error handling evaluation questions`);
+        }
+
+        // ---- Update Applications ----
+        await updateApplications(
+          params.chainId,
+          params.alloPoolId,
+          indexerPoolData
+        );
+
+        // ---- LLM evaluation ----
+        let failedProjects: string[] = [];
+        if (params.skipEvaluation !== true) {
+          failedProjects = await triggerLLMEvaluationByPool(
+            params.alloPoolId,
+            params.chainId,
+            indexerPoolData,
+            evaluationQuestions
+          );
+        }
+        return failedProjects;
+      } finally {
+        syncOperations.delete(key);
+      }
+    })();
+
+    syncOperations.set(key, syncPromise);
+    return await syncPromise;
+  },
+  5000
+); // Throttle to one call per 5 seconds
+
 /**
  * Synchronizes a pool by fetching data from the indexer, updating the pool, handling evaluation questions,
  * updating applications, and triggering LLM evaluation if applicable.
@@ -37,97 +136,42 @@ interface PoolIdChainId {
  * @param res - Express response object
  */
 export const syncPool = async (req: Request, res: Response): Promise<void> => {
-  // Validate the incoming request
   validateRequest(req, res);
-
-  // Extract chainId and alloPoolId from the request body
   const { chainId, alloPoolId, skipEvaluation } = req.body as PoolIdChainId;
 
-  // Log the receipt of the update request
-  logger.info(
-    `Received update request for chainId: ${chainId}, alloPoolId: ${alloPoolId}, skipEvaluation: ${skipEvaluation}`
-  );
-
-  // ---- Fetch pool data from the indexer ----
-  const [errorFetching, indexerPoolData] = await catchError(
-    indexerClient.getRoundWithApplications({
+  try {
+    const failedProjects = await throttledSync({
       chainId,
-      roundId: alloPoolId,
-    })
-  );
-
-  // Handle errors or missing data from the indexer
-  if (errorFetching != null || indexerPoolData == null) {
-    logger.warn(
-      `No pool found for chainId: ${chainId}, alloPoolId: ${alloPoolId}`
-    );
-    res.status(404).json({ message: 'Pool not found on indexer' });
-    throw new NotFoundError(`Pool not found on indexer`);
-  }
-
-  // ---- Get or create the pool ----
-  // Upsert the pool with the fetched data
-  const [error, pool] = await catchError(
-    poolService.upsertPool(chainId, alloPoolId)
-  );
-
-  // Handle errors during the upsert operation
-  if (error != null || pool == null) {
-    logger.error(`Failed to upsert pool: ${error?.message}`);
-    res
-      .status(500)
-      .json({ message: 'Error upserting pool', error: error?.message });
-    throw new IsNullError(`Error upserting pool`);
-  }
-
-  // ---- LLM evaluation questions ----
-  // Fetch evaluation questions from the pool or request new questions
-  const [evalQuestionsError, evaluationQuestions] = await catchError(
-    handlePoolEvaluationQuestions(pool, indexerPoolData.roundMetadata)
-  );
-
-  // Handle errors during the evaluation question handling
-  if (evalQuestionsError != null || evaluationQuestions == null) {
-    res.status(500).json({
-      message: 'Error handling evaluation questions',
-      error: evalQuestionsError?.message,
-    });
-    throw new IsNullError(`Error handling evaluation questions`);
-  }
-
-  // ---- Update Applications ----
-  // Update the pool with the applications from the indexer
-  await updateApplications(chainId, alloPoolId, indexerPoolData);
-
-  // ---- LLM evaluation ----
-  // Trigger LLM evaluation for the pool if there are applications without evaluations
-  let failedProjects: string[] = [];
-  if (skipEvaluation !== true) {
-    failedProjects = await triggerLLMEvaluationByPool(
       alloPoolId,
-      chainId,
-      indexerPoolData,
-      evaluationQuestions
-    );
-  }
-
-  // Check if there are any failed projects and respond accordingly
-  if (failedProjects.length > 0) {
-    logger.info('Pool synced successfully with some projects failing', {
-      pool,
-      failedProjects,
-    });
-    res.status(207).json({
-      success: true,
-      message: 'Pool synced successfully, with some projects failing.',
-      failedProjects,
-    });
-  } else {
-    logger.info('Successfully synced pool', pool);
-    res.status(200).json({
-      success: true,
-      message: 'Pool synced successfully.',
+      skipEvaluation,
     });
+
+    if (failedProjects.length > 0) {
+      logger.info('Pool synced successfully with some projects failing', {
+        failedProjects,
+      });
+      res.status(207).json({
+        success: true,
+        message: 'Pool synced successfully, with some projects failing.',
+        failedProjects,
+      });
+    } else {
+      logger.info('Successfully synced pool');
+      res.status(200).json({
+        success: true,
+        message: 'Pool synced successfully.',
+      });
+    }
+  } catch (error) {
+    logger.error('Error syncing pool:', error);
+    if (error instanceof NotFoundError) {
+      res.status(404).json({ message: error.message });
+    } else {
+      res.status(500).json({
+        message: 'Error syncing pool',
+        error: error instanceof Error ? error.message : 'Unknown error',
+      });
+    }
   }
 };
 
@@ -208,45 +252,56 @@ const triggerLLMEvaluationByPool = async (
   indexerPoolData: IndexerRoundWithApplications,
   evaluationQuestions: PromptEvaluationQuestions
 ): Promise<string[]> => {
+  // Get applications without LLM evaluations
   const applicationsWithoutLLM =
     await applicationService.getApplicationsWithoutLLMEvalutionsByAlloPoolId(
       alloPoolId,
       chainId
     );
-  // Filter and limit applications to prepare for evaluation parameters
-  let applicationsForLLMReview = applicationsWithoutLLM
-    .map(application =>
-      indexerPoolData.applications.find(
-        poolApplication => poolApplication.id === application.alloApplicationId
-      )
-    )
-    .filter(poolApplication => poolApplication !== undefined); // Removes any undefined results
-
-  if (env.NODE_ENV === 'development') {
-    applicationsForLLMReview = applicationsForLLMReview.slice(0, 5); // Limit to first 2 applications in dev
+
+  if (applicationsWithoutLLM.length === 0) {
+    logger.info('No applications require LLM evaluation');
+    return [];
   }
 
-  // Map filtered applications to evaluation parameters
+  // Create a map for quick lookup - O(n) once vs O(n) for each find operation
+  const pendingApplicationsMap = new Map(
+    applicationsWithoutLLM.map(app => [app.alloApplicationId, app])
+  );
+
+  // Filter indexer applications to only those needing evaluation - O(1) per item vs O(n) per item with find()
+  const applicationsForLLMReview = indexerPoolData.applications.filter(app =>
+    pendingApplicationsMap.has(app.id)
+  );
+
+  // Development environment limit
+  const maxApplications = env.NODE_ENV === 'development' ? 5 : undefined;
+  const limitedApplications = applicationsForLLMReview.slice(
+    0,
+    maxApplications
+  );
+
+  // Prepare evaluation parameters with pre-loaded data
   const evaluationParamsArray: CreateLLMEvaluationParams[] =
-    applicationsForLLMReview.map(poolApplication => {
-      if (poolApplication == null) {
-        throw new Error('Unexpected undefined poolApplication');
-      }
-      return {
-        chainId,
-        alloPoolId,
-        alloApplicationId: poolApplication.id,
-        cid: poolApplication.metadataCid,
-        evaluator: addressFrom(1),
-        roundMetadata: indexerPoolData.roundMetadata,
-        applicationMetadata: poolApplication.metadata,
-        questions: evaluationQuestions,
-      };
-    });
+    limitedApplications.map(poolApplication => ({
+      chainId,
+      alloPoolId,
+      alloApplicationId: poolApplication.id,
+      cid: poolApplication.metadataCid,
+      evaluator: addressFrom(1),
+      roundMetadata: indexerPoolData.roundMetadata,
+      applicationMetadata: poolApplication.metadata,
+      questions: evaluationQuestions,
+    }));
 
-  if (evaluationParamsArray.length !== applicationsWithoutLLM.length) {
-    logger.warn('Some applications were not found in indexerPoolData');
+  if (evaluationParamsArray.length === 0) {
+    return [];
   }
 
-  return await createLLMEvaluations(evaluationParamsArray);
+  logger.info(
+    `Triggering LLM evaluation for ${evaluationParamsArray.length} applications`
+  );
+
+  const failedProjects = await createLLMEvaluations(evaluationParamsArray);
+  return failedProjects;
 };
diff --git a/src/data-source.ts b/src/data-source.ts
index 775fcd3..b9f68ff 100644
--- a/src/data-source.ts
+++ b/src/data-source.ts
@@ -2,8 +2,8 @@ import { DataSource } from 'typeorm';
 import { env } from './env';
 
 // Set default values for environment variables
-const synchronize = env.SYNCHRONIZE?.toLowerCase() === 'true';
-const logging = env.LOGGING?.toLowerCase() === 'true';
+const synchronize = env.SYNCHRONIZE.toLowerCase() === 'true';
+const logging = env.LOGGING.toLowerCase() === 'true';
 
 export const AppDataSource = new DataSource({
   type: 'postgres',
diff --git a/src/entity/Application.ts b/src/entity/Application.ts
index f484ad1..fd27952 100644
--- a/src/entity/Application.ts
+++ b/src/entity/Application.ts
@@ -5,12 +5,14 @@ import {
   ManyToOne,
   OneToMany,
   Unique,
+  Index,
 } from 'typeorm';
 import { Profile } from '@/entity/Profile';
 import { Pool } from '@/entity/Pool';
 import { Evaluation } from '@/entity/Evaluation';
 
 @Entity()
+@Index(['poolId', 'chainId'])
 @Unique(['alloApplicationId', 'poolId', 'chainId'])
 export class Application {
   @PrimaryGeneratedColumn()
@@ -19,6 +21,7 @@ export class Application {
   @Column()
   chainId: number;
 
+  @Index()
   @Column()
   alloApplicationId: string;
 
diff --git a/src/entity/Evaluation.ts b/src/entity/Evaluation.ts
index 356454b..6e7b05f 100644
--- a/src/entity/Evaluation.ts
+++ b/src/entity/Evaluation.ts
@@ -7,6 +7,7 @@ import {
   Unique,
   UpdateDateColumn,
   CreateDateColumn,
+  Index,
 } from 'typeorm';
 import { Application } from '@/entity/Application';
 import { EvaluationAnswer } from '@/entity/EvaluationAnswer';
@@ -23,6 +24,7 @@ export enum EVALUATION_STATUS {
 }
 
 @Entity()
+@Index(['evaluator', 'evaluatorType'])
 @Unique(['evaluator', 'applicationId'])
 export class Evaluation {
   @PrimaryGeneratedColumn()
@@ -43,6 +45,7 @@ export class Evaluation {
   @Column()
   evaluatorScore: number;
 
+  @Index()
   @Column({
     type: 'enum',
     enum: EVALUATION_STATUS,
@@ -64,7 +67,8 @@ export class Evaluation {
   )
   evaluationAnswer: EvaluationAnswer[];
 
-  @Column() // Explicitly define the foreign key column for application
+  @Index()
+  @Column()
   applicationId: number;
 
   @CreateDateColumn({ type: 'timestamp' })
diff --git a/src/entity/EvaluationQuestion.ts b/src/entity/EvaluationQuestion.ts
index fdef138..ceaf272 100644
--- a/src/entity/EvaluationQuestion.ts
+++ b/src/entity/EvaluationQuestion.ts
@@ -3,14 +3,14 @@ import {
   Column,
   Entity,
   ManyToOne,
-  Unique,
+  Index,
   OneToMany,
 } from 'typeorm';
 import { Pool } from '@/entity/Pool';
 import { EvaluationAnswer } from './EvaluationAnswer';
 
 @Entity()
-@Unique(['poolId', 'questionIndex'])
+@Index(['poolId', 'questionIndex'], { unique: true })
 export class EvaluationQuestion {
   @PrimaryGeneratedColumn()
   id: number;
diff --git a/src/entity/Pool.ts b/src/entity/Pool.ts
index 0324458..2198581 100644
--- a/src/entity/Pool.ts
+++ b/src/entity/Pool.ts
@@ -3,13 +3,13 @@ import {
   Column,
   Entity,
   OneToMany,
-  Unique,
+  Index,
 } from 'typeorm';
 import { EvaluationQuestion } from '@/entity/EvaluationQuestion';
 import { Application } from '@/entity/Application';
 
 @Entity()
-@Unique(['chainId', 'alloPoolId'])
+@Index(['chainId', 'alloPoolId'], { unique: true })
 export class Pool {
   @PrimaryGeneratedColumn()
   id: number;
diff --git a/src/env.ts b/src/env.ts
index d8761b3..af3a773 100644
--- a/src/env.ts
+++ b/src/env.ts
@@ -1,5 +1,30 @@
 import dotenv from 'dotenv';
 dotenv.config();
 
-// todo: add validation
-export const env = process.env;
+interface EnvVars {
+  NODE_ENV: string;
+  MAX_CONCURRENT_EVALUATIONS: number;
+  EVALUATION_BATCH_SIZE: number;
+  EVALUATION_BATCH_DELAY: number;
+  DATABASE_URL: string;
+  SYNCHRONIZE: string;
+  LOGGING: string;
+  INDEXER_URL: string;
+  OPENAI_API_KEY: string;
+  [key: string]: string | number | undefined;
+}
+
+export const env: EnvVars = {
+  NODE_ENV: process.env.NODE_ENV ?? 'development',
+  MAX_CONCURRENT_EVALUATIONS: Number(
+    process.env.MAX_CONCURRENT_EVALUATIONS ?? 5
+  ),
+  EVALUATION_BATCH_SIZE: Number(process.env.EVALUATION_BATCH_SIZE ?? 25),
+  EVALUATION_BATCH_DELAY: Number(process.env.EVALUATION_BATCH_DELAY ?? 2000),
+  DATABASE_URL: process.env.DATABASE_URL ?? '',
+  SYNCHRONIZE: process.env.SYNCHRONIZE ?? 'false',
+  LOGGING: process.env.LOGGING ?? 'false',
+  INDEXER_URL: process.env.INDEXER_URL ?? '',
+  OPENAI_API_KEY: process.env.OPENAI_API_KEY ?? '',
+  ...process.env,
+};
diff --git a/src/ext/indexer/indexer.ts b/src/ext/indexer/indexer.ts
index 302d2aa..e9a3f6d 100644
--- a/src/ext/indexer/indexer.ts
+++ b/src/ext/indexer/indexer.ts
@@ -15,11 +15,13 @@ import {
 import type { Logger } from 'winston';
 import { IsNullError } from '@/errors';
 import { env } from '@/env';
+import LRUCache = require('lru-cache');
 
 class IndexerClient {
   private static instance: IndexerClient | null = null;
   private readonly indexerEndpoint: string;
   private readonly logger: Logger;
+  private readonly cache: LRUCache<string, any>;
 
   private constructor() {
     this.indexerEndpoint = env.INDEXER_URL ?? '';
@@ -37,6 +39,19 @@ class IndexerClient {
     }
 
     this.logger = createLogger('Indexer.ts');
+
+    // Configure cache for 4GB RAM, 2 CPU system
+    // Allocate ~20% of memory for caching (800MB)
+    this.cache = new LRUCache({
+      maxSize: 800 * 1024 * 1024, // 800MB max cache size
+      sizeCalculation: (value, key) => {
+        // Rough estimation of object size in bytes
+        return JSON.stringify(value).length * 2;
+      },
+      ttl: 1000 * 60 * 5, // 5 minutes TTL for cache values
+      updateAgeOnGet: true,
+      allowStale: true, // Allow serving stale items while refreshing
+    });
   }
 
   public static getInstance(): IndexerClient {
@@ -46,6 +61,10 @@ class IndexerClient {
     return IndexerClient.instance;
   }
 
+  private getCacheKey(method: string, params: object): string {
+    return `${method}:${JSON.stringify(params)}`;
+  }
+
   async getRoundManager({
     chainId,
     alloPoolId,
@@ -102,6 +121,19 @@ class IndexerClient {
     chainId: number;
     roundId: string;
   }): Promise<RoundWithApplications | null> {
+    const cacheKey = this.getCacheKey('getRoundWithApplications', {
+      chainId,
+      roundId,
+    });
+    const cached = this.cache.get(cacheKey);
+
+    if (cached) {
+      this.logger.debug(`Cache hit for round ${roundId}`);
+      return JSON.parse(cached) as RoundWithApplications;
+    } else {
+      this.logger.debug(`Cache miss for round ${roundId}`);
+    }
+
     this.logger.debug(
       `Requesting round with applications for roundId: ${roundId}, chainId: ${chainId}`
     );
@@ -127,6 +159,9 @@ class IndexerClient {
 
       const round = response.rounds[0];
 
+      // Cache the result
+      this.cache.set(cacheKey, round);
+
       this.logger.info(
         `Successfully fetched round with ID: ${round.id}, which includes ${round.applications.length} applications`
       );
diff --git a/src/ext/openai/openai.ts b/src/ext/openai/openai.ts
index fba9881..b648ce4 100644
--- a/src/ext/openai/openai.ts
+++ b/src/ext/openai/openai.ts
@@ -9,6 +9,8 @@ import { createLogger } from '@/logger';
 import { type EvaluationSummaryInput } from '@/service/EvaluationService';
 import { env } from '@/env';
 import { parseArray, parseObject } from '@/utils';
+import pLimit from 'p-limit';
+import LRUCache = require('lru-cache');
 
 const openai = new OpenAI({
   apiKey: env.OPENAI_API_KEY,
@@ -16,31 +18,42 @@ const openai = new OpenAI({
 
 const logger = createLogger();
 
+// Create a concurrency limiter
+const limit = pLimit(5); // Maximum 5 concurrent OpenAI calls
+
+const evaluationCache = new LRUCache<string, EvaluationSummaryInput>({
+  maxSize: 100 * 1024 * 1024, // 100MB
+  sizeCalculation: value => JSON.stringify(value).length,
+  ttl: 1000 * 60 * 60 * 24, // 24 hours
+});
+
 const queryOpenAI = async (prompt: string): Promise<string> => {
-  try {
-    const response = await openai.chat.completions.create({
-      model: 'gpt-4o-mini',
-      messages: [{ role: 'user', content: prompt }],
-      max_tokens: 250,
-      temperature: 0.2,
-    });
+  return await limit(async () => {
+    try {
+      const response = await openai.chat.completions.create({
+        model: 'gpt-4o-mini',
+        messages: [{ role: 'user', content: prompt }],
+        max_tokens: 250,
+        temperature: 0.2,
+      });
 
-    logger.debug(
-      'Received response from OpenAI:',
-      JSON.stringify(response, null, 2)
-    );
+      logger.debug(
+        'Received response from OpenAI:',
+        JSON.stringify(response, null, 2)
+      );
 
-    const result = response.choices?.[0]?.message?.content?.trim() ?? '';
+      const result = response.choices?.[0]?.message?.content?.trim() ?? '';
 
-    if (result === '') {
-      throw new Error('Empty response from OpenAI');
-    }
+      if (result === '') {
+        throw new Error('Empty response from OpenAI');
+      }
 
-    return result;
-  } catch (error) {
-    logger.error('Error calling OpenAI API:', { error });
-    throw error;
-  }
+      return result;
+    } catch (error) {
+      logger.error('Error calling OpenAI API:', { error });
+      throw error;
+    }
+  });
 };
 
 export const requestEvaluation = async (
@@ -48,6 +61,18 @@ export const requestEvaluation = async (
   applicationMetadata: ApplicationMetadata,
   questions: PromptEvaluationQuestions
 ): Promise<EvaluationSummaryInput> => {
+  const cacheKey = JSON.stringify({
+    applicationId: applicationMetadata.application.project.title,
+    roundId: roundMetadata.name,
+    questionsHash: questions.join(','),
+  });
+
+  const cached = evaluationCache.get(cacheKey);
+  if (cached !== undefined && cached !== null) {
+    logger.debug('Using cached evaluation');
+    return cached;
+  }
+
   const prompt: string = createAiEvaluationPrompt(
     roundMetadata,
     applicationMetadata,
@@ -55,7 +80,9 @@ export const requestEvaluation = async (
   );
   const result = await queryOpenAI(prompt);
   logger.info('Application evaluation complete', { result });
-  return parseObject(result) as EvaluationSummaryInput;
+  const evaluation = parseObject(result) as EvaluationSummaryInput;
+  evaluationCache.set(cacheKey, evaluation);
+  return evaluation;
 };
 
 export const requestEvaluationQuestions = async (
diff --git a/src/migration/1738025911271-Add-Indexes.ts b/src/migration/1738025911271-Add-Indexes.ts
new file mode 100644
index 0000000..d5ccdce
--- /dev/null
+++ b/src/migration/1738025911271-Add-Indexes.ts
@@ -0,0 +1,48 @@
+import { type MigrationInterface, type QueryRunner } from "typeorm";
+
+export class AddPerformanceIndexes1234567890123 implements MigrationInterface {
+    public async up(queryRunner: QueryRunner): Promise<void> {
+        // Indexes for Pool lookups
+        await queryRunner.query(`
+            CREATE INDEX IF NOT EXISTS idx_pool_chain_allo_pool 
+            ON pool(chain_id, allo_pool_id);
+        `);
+
+        // Indexes for Application lookups
+        await queryRunner.query(`
+            CREATE INDEX IF NOT EXISTS idx_application_pool_chain 
+            ON application(pool_id, chain_id);
+            
+            CREATE INDEX IF NOT EXISTS idx_application_allo_id 
+            ON application(allo_application_id);
+        `);
+
+        // Indexes for Evaluation lookups
+        await queryRunner.query(`
+            CREATE INDEX IF NOT EXISTS idx_evaluation_application 
+            ON evaluation(application_id);
+            
+            CREATE INDEX IF NOT EXISTS idx_evaluation_evaluator 
+            ON evaluation(evaluator, evaluator_type);
+            
+            CREATE INDEX IF NOT EXISTS idx_evaluation_status 
+            ON evaluation(evaluation_status);
+        `);
+
+        // Indexes for EvaluationQuestion lookups
+        await queryRunner.query(`
+            CREATE INDEX IF NOT EXISTS idx_eval_question_pool 
+            ON evaluation_question(pool_id, question_index);
+        `);
+    }
+
+    public async down(queryRunner: QueryRunner): Promise<void> {
+        await queryRunner.query(`DROP INDEX IF EXISTS idx_pool_chain_allo_pool`);
+        await queryRunner.query(`DROP INDEX IF EXISTS idx_application_pool_chain`);
+        await queryRunner.query(`DROP INDEX IF EXISTS idx_application_allo_id`);
+        await queryRunner.query(`DROP INDEX IF EXISTS idx_evaluation_application`);
+        await queryRunner.query(`DROP INDEX IF EXISTS idx_evaluation_evaluator`);
+        await queryRunner.query(`DROP INDEX IF EXISTS idx_evaluation_status`);
+        await queryRunner.query(`DROP INDEX IF EXISTS idx_eval_question_pool`);
+    }
+} 
\ No newline at end of file
diff --git a/src/postgraphile.config.ts b/src/postgraphile.config.ts
index 3c8c6d4..a80f6cd 100644
--- a/src/postgraphile.config.ts
+++ b/src/postgraphile.config.ts
@@ -3,9 +3,7 @@ import { postgraphile } from 'postgraphile';
 import ConnectionFilterPlugin from 'postgraphile-plugin-connection-filter';
 import PgSimplifyInflectorPlugin from '@graphile-contrib/pg-simplify-inflector';
 
-const DATABASE_URL = env.DATABASE_URL ?? '';
-
-export const postgraphileMiddleware = postgraphile(DATABASE_URL, 'public', {
+export const postgraphileMiddleware = postgraphile(env.DATABASE_URL, 'public', {
   subscriptions: true,
   watchPg: true,
   dynamicJson: true,
diff --git a/src/routes/evaluationRoutes.ts b/src/routes/evaluationRoutes.ts
index 4f948c2..7c8c5ed 100644
--- a/src/routes/evaluationRoutes.ts
+++ b/src/routes/evaluationRoutes.ts
@@ -1,7 +1,10 @@
 import {
   evaluateApplication,
+  evaluationRateLimiter,
   recreateEvaluationQuestions,
+  recreateEvaluationQuestionsLimiter,
   triggerLLMEvaluation,
+  triggerLLMEvaluationLimiter,
 } from '@/controllers/evaluationController';
 import { Router } from 'express';
 
@@ -95,7 +98,7 @@ const router = Router();
  *       500:
  *         description: "Internal Server Error"
  */
-router.post('/', evaluateApplication);
+router.post('/', evaluationRateLimiter, evaluateApplication);
 
 /**
  * @swagger
@@ -146,7 +149,7 @@ router.post('/', evaluateApplication);
  *       500:
  *         description: "Internal Server Error"
  */
-router.post('/llm', triggerLLMEvaluation);
+router.post('/llm', triggerLLMEvaluationLimiter, triggerLLMEvaluation);
 
 /**
  * @swagger
@@ -192,6 +195,10 @@ router.post('/llm', triggerLLMEvaluation);
  *       500:
  *         description: "Internal Server Error"
  */
-router.post('/recreate-questions', recreateEvaluationQuestions);
+router.post(
+  '/recreate-questions',
+  recreateEvaluationQuestionsLimiter,
+  recreateEvaluationQuestions
+);
 
 export default router;