diff --git a/_code-samples/key-derivation/js/index.js b/_code-samples/key-derivation/js/index.js
index eb08b51fb6..bc721f5dc8 100644
--- a/_code-samples/key-derivation/js/index.js
+++ b/_code-samples/key-derivation/js/index.js
@@ -3,16 +3,49 @@
 // Organize imports
 const assert = require("assert")
 const brorand = require("brorand")
-const BN = require("bn.js")
+const { BigNumber } = require("bignumber.js")
 const elliptic = require("elliptic");
 const Ed25519 = elliptic.eddsa('ed25519');
 const Secp256k1 = elliptic.ec('secp256k1');
 const hashjs = require("hash.js");
-const Sha512 = require("ripple-keypairs/dist/Sha512")
+const isomorphic = require("@xrplf/isomorphic/sha512")
+const noble = require('@noble/curves/abstract/utils')
 const { codec, encodeAccountPublic, encodeNodePublic } = require("ripple-address-codec");
 
 const XRPL_SEED_PREFIX = 0x21
 
+class Sha512 {
+    // instantiate empty sha512 hash
+    hash = isomorphic.sha512.create()
+  
+    static half(input) {
+      return new Sha512().add(input).first256()
+    }
+  
+    add(bytes) {
+      this.hash.update(bytes)
+      return this
+    }
+  
+    addU32(i) {
+      const buffer = new Uint8Array(4)
+      new DataView(buffer.buffer).setUint32(0, i)
+      return this.add(buffer)
+    }
+  
+    finish() {
+      return this.hash.digest()
+    }
+  
+    first256() {
+      return this.finish().slice(0, 32)
+    }
+  
+    first256BigInt() {
+      return noble.bytesToNumberBE(this.first256())
+    }
+}
+
 const isHex = function(value) {
     const regex = new RegExp(/^[0-9a-f]+$/, 'i')
     return regex.test(value)
@@ -27,7 +60,7 @@ const bytesToHex = function(bytes) {
 
 const hexToBytes = function(hex) {
     assert.ok(hex.length % 2 === 0);
-    return hex.length === 0 ? [] : new BN(hex, 16).toArray(null, hex.length / 2);
+    return hex.length === 0 ? [] : new BigNumber(hex, 16).toArray(null, hex.length / 2);
 }
 
 const encodeUTF8 = function (string) {
@@ -87,7 +120,7 @@ class Seed {
         const publicKey = prefix + bytesToHex(Ed25519.keyFromSecret(rawPrivateKey).pubBytes());
         return { privateKey, publicKey };
     }
-
+    
     _deriveSecp256K1Keypair(entropy, options) {
         const prefix = '00';
         const privateKey = prefix + this._deriveSecp256K1PrivateKey(entropy, options).toString(16, 64).toUpperCase()
@@ -112,27 +145,25 @@ class Seed {
         // Almost everyone just uses the first account, `0`.
         const accountIndex = opts.accountIndex || 0;
 
-        return this._deriveScalar(publicGen.encodeCompressed(), accountIndex)
-            .add(privateGen)
-            .mod(order);
+        const scalar = this._deriveScalar(publicGen.encodeCompressed(), accountIndex)
+        return BigNumber(scalar).plus(privateGen).mod(order);
     }
 
     _deriveScalar(bytes, discrim) {
-        const order = Secp256k1.curve.n;
-        for (let i = 0; i <= 0xffffffff; i++) {
-            // We hash the bytes to find a 256 bit number, looping until we are sure it
+        const order = Secp256k1.curve.n
+        for (let i = 0; i <= 0xffff_ffff; i++) {
+            // We hash the bytes to find a 256-bit number, looping until we are sure it
             // is less than the order of the curve.
-            const hasher = new Sha512.default().add(bytes);
+            const hasher = new Sha512().add(bytes)
             // If the optional discriminator index was passed in, update the hash.
             if (discrim !== undefined) {
-                hasher.addU32(discrim);
+                hasher.addU32(discrim)
             }
-            hasher.addU32(i);
-            const key = hasher.first256BN();
+            hasher.addU32(i)
+            const key = hasher.first256BigInt()
             /* istanbul ignore else */
-            /* istanbul ignore else */
-            if (key.cmpn(0) > 0 && key.cmp(order) < 0) {
-                return key;
+            if (key > 0 && key < order) {
+                return key
             }
         }
         // This error is practically impossible to reach.
@@ -141,10 +172,10 @@ class Seed {
         // How often will an (essentially) random number generated by Sha512 be larger than that?
         // There's 2^32 chances (the for loop) to get a number smaller than the order,
         // and it's rare that you'll even get past the first loop iteration.
-        // Note that in TypeScript we actually need the throw, otherwise the function signature would be BN | undefined
+        // Note that in TypeScript we actually need the throw, otherwise the function signature would be bigint | undefined
         //
         /* istanbul ignore next */
-        throw new Error('impossible unicorn ;)');
+        throw new Error('impossible unicorn ;)')
     }
 
     getBase58ED25519Account() {
diff --git a/_code-samples/key-derivation/js/package.json b/_code-samples/key-derivation/js/package.json
index dfe5d1842a..ce29c3ea52 100644
--- a/_code-samples/key-derivation/js/package.json
+++ b/_code-samples/key-derivation/js/package.json
@@ -3,7 +3,16 @@
   "version": "0.1.0",
   "license": "MIT",
   "dependencies": {
-    "xrpl": "^2.11.0"
+    "@noble/curves": "^1.3.0",
+    "@xrplf/isomorphic": "^1.0.0",
+    "bignumber.js": "^9.1.2",
+    "brorand": "^1.1.0",
+    "elliptic": "^6.5.4",
+    "hash.js": "^1.1.7",
+    "ripple-address-codec": "^5.0.0",
+    "ripple-keypairs": "^2.0.0",
+    "secp256k1": "^5.0.0",
+    "xrpl": "^3.0.0"
   },
   "main": "index.js",
   "scripts": {