diff --git a/src/components/PersonalizedRoadmap/PersonalizedRoadmap.tsx b/src/components/PersonalizedRoadmap/PersonalizedRoadmap.tsx
new file mode 100644
index 000000000..3d8dd7a98
--- /dev/null
+++ b/src/components/PersonalizedRoadmap/PersonalizedRoadmap.tsx
@@ -0,0 +1,86 @@
+import { PersonStandingIcon } from 'lucide-react';
+import { useState } from 'react';
+import { usePersonalizedRoadmap } from '../../hooks/use-personalized-roadmap';
+import { renderTopicProgress } from '../../lib/resource-progress';
+import { PersonalizedRoadmapModal } from './PersonalizedRoadmapModal';
+import { useMutation } from '@tanstack/react-query';
+import { httpPost } from '../../lib/query-http';
+import { useToast } from '../../hooks/use-toast';
+import { queryClient } from '../../stores/query-client';
+
+type BulkUpdateResourceProgressBody = {
+  done: string[];
+  learning: string[];
+  skipped: string[];
+  pending: string[];
+};
+
+type PersonalizedRoadmapProps = {
+  roadmapId: string;
+};
+
+export function PersonalizedRoadmap(props: PersonalizedRoadmapProps) {
+  const { roadmapId } = props;
+
+  const toast = useToast();
+  const [isModalOpen, setIsModalOpen] = useState(false);
+
+  const {
+    mutate: bulkUpdateResourceProgress,
+    isPending: isBulkUpdating,
+    isSuccess: isBulkUpdateSuccess,
+  } = useMutation(
+    {
+      mutationFn: (body: BulkUpdateResourceProgressBody) => {
+        return httpPost(`/v1-bulk-update-resource-progress/${roadmapId}`, body);
+      },
+      onError: (error) => {
+        toast.error(
+          error?.message ?? 'Something went wrong, please try again.',
+        );
+      },
+    },
+    queryClient,
+  );
+
+  const { generatePersonalizedRoadmap } = usePersonalizedRoadmap({
+    roadmapId,
+    onStart: () => {
+      setIsModalOpen(false);
+    },
+    onData: (data) => {
+      const { topicIds } = data;
+      topicIds.forEach((topicId) => {
+        renderTopicProgress(topicId, 'skipped');
+      });
+    },
+    onFinish: (data) => {
+      bulkUpdateResourceProgress({
+        skipped: data.topicIds,
+        learning: [],
+        done: [],
+        pending: [],
+      });
+    },
+  });
+
+  return (
+    <>
+      {isModalOpen && (
+        <PersonalizedRoadmapModal
+          roadmapId={roadmapId}
+          onClose={() => setIsModalOpen(false)}
+          onSubmit={generatePersonalizedRoadmap}
+        />
+      )}
+
+      <button
+        className="group inline-flex items-center gap-1.5 border-b-2 border-b-transparent px-2 pb-2.5 text-sm font-normal text-gray-400 transition-colors hover:text-gray-700"
+        onClick={() => setIsModalOpen(true)}
+      >
+        <PersonStandingIcon className="h-4 w-4 shrink-0" />
+        <span>Personalized</span>
+      </button>
+    </>
+  );
+}
diff --git a/src/components/PersonalizedRoadmap/PersonalizedRoadmapForm.tsx b/src/components/PersonalizedRoadmap/PersonalizedRoadmapForm.tsx
new file mode 100644
index 000000000..17c05cc8b
--- /dev/null
+++ b/src/components/PersonalizedRoadmap/PersonalizedRoadmapForm.tsx
@@ -0,0 +1,48 @@
+import { PersonStandingIcon } from 'lucide-react';
+import { useId, useState, type FormEvent } from 'react';
+
+type PersonalizedRoadmapFormProps = {
+  info?: string;
+  onSubmit: (info: string) => void;
+};
+
+export function PersonalizedRoadmapForm(props: PersonalizedRoadmapFormProps) {
+  const { info: defaultInfo, onSubmit } = props;
+
+  const [info, setInfo] = useState(defaultInfo || '');
+  const infoFieldId = useId();
+
+  const handleSubmit = (e: FormEvent<HTMLFormElement>) => {
+    e.preventDefault();
+    onSubmit(info);
+  };
+
+  return (
+    <form onSubmit={handleSubmit} className="p-4">
+      <h2 className="text-lg font-semibold">Personalize Roadmap</h2>
+      <div className="mt-0.5 flex flex-col gap-2">
+        <label htmlFor={infoFieldId} className="text-balance text-gray-600">
+          Tell us about yourself to personlize this roadmap as per your goals
+          and experience
+        </label>
+        <textarea
+          id={infoFieldId}
+          className="h-[150px] w-full resize-none rounded-xl border border-gray-200 p-3 focus:border-gray-500 focus:outline-none"
+          placeholder="I already know about HTML, CSS, and JavaScript..."
+          value={info}
+          onChange={(e) => setInfo(e.target.value)}
+        />
+      </div>
+
+      <div className="mt-2 flex items-center justify-end">
+        <button
+          type="submit"
+          className="flex items-center gap-2 rounded-xl bg-black p-2 px-4 text-white hover:opacity-90 focus:outline-none"
+        >
+          <PersonStandingIcon className="h-4 w-4" />
+          Personalize
+        </button>
+      </div>
+    </form>
+  );
+}
diff --git a/src/components/PersonalizedRoadmap/PersonalizedRoadmapModal.tsx b/src/components/PersonalizedRoadmap/PersonalizedRoadmapModal.tsx
new file mode 100644
index 000000000..9a9ff7de2
--- /dev/null
+++ b/src/components/PersonalizedRoadmap/PersonalizedRoadmapModal.tsx
@@ -0,0 +1,20 @@
+import { usePersonalizedRoadmap } from '../../hooks/use-personalized-roadmap';
+import { renderTopicProgress } from '../../lib/resource-progress';
+import { Modal } from '../Modal';
+import { PersonalizedRoadmapForm } from './PersonalizedRoadmapForm';
+
+type PersonalizedRoadmapModalProps = {
+  roadmapId: string;
+  onClose: () => void;
+  onSubmit: (information: string) => void;
+};
+
+export function PersonalizedRoadmapModal(props: PersonalizedRoadmapModalProps) {
+  const { roadmapId, onClose, onSubmit } = props;
+
+  return (
+    <Modal onClose={onClose} bodyClassName="rounded-2xl">
+      <PersonalizedRoadmapForm onSubmit={onSubmit} />
+    </Modal>
+  );
+}
diff --git a/src/components/RoadmapHeader.astro b/src/components/RoadmapHeader.astro
index e56f6624e..91c1969df 100644
--- a/src/components/RoadmapHeader.astro
+++ b/src/components/RoadmapHeader.astro
@@ -15,6 +15,7 @@ import ProgressHelpPopup from './ProgressHelpPopup.astro';
 import { ScheduleButton } from './Schedule/ScheduleButton';
 import { ShareRoadmapButton } from './ShareRoadmapButton';
 import { TabLink } from './TabLink';
+import { PersonalizedRoadmap } from './PersonalizedRoadmap/PersonalizedRoadmap';
 
 export interface Props {
   title: string;
@@ -165,15 +166,7 @@ const hasProjects = projectCount > 0;
             )}
           </div>
 
-          <TabLink
-            url={`https://github.com/kamranahmedse/developer-roadmap/issues/new/choose`}
-            icon={MessageCircle}
-            text='Suggest Changes'
-            isExternal={true}
-            hideTextOnMobile={true}
-            isActive={false}
-            className='hidden sm:flex'
-          />
+          <PersonalizedRoadmap roadmapId={roadmapId} client:load />
         </div>
       )
     }
diff --git a/src/hooks/use-personalized-roadmap.ts b/src/hooks/use-personalized-roadmap.ts
new file mode 100644
index 000000000..3d0210d34
--- /dev/null
+++ b/src/hooks/use-personalized-roadmap.ts
@@ -0,0 +1,147 @@
+import { useCallback, useRef, useState } from 'react';
+import { removeAuthToken } from '../lib/jwt';
+import { readChatStream } from '../lib/chat';
+import { flushSync } from 'react-dom';
+
+type PersonalizedRoadmapResponse = {
+  topicIds: string[];
+};
+
+type UsePersonalizedRoadmapOptions = {
+  roadmapId: string;
+  onError?: (error: Error) => void;
+  onStart?: () => void;
+  onData?: (data: PersonalizedRoadmapResponse) => void;
+  onFinish?: (data: PersonalizedRoadmapResponse) => void;
+};
+
+export function usePersonalizedRoadmap(options: UsePersonalizedRoadmapOptions) {
+  const { roadmapId, onError, onStart, onData, onFinish } = options;
+
+  const abortControllerRef = useRef<AbortController | null>(null);
+
+  const contentRef = useRef<PersonalizedRoadmapResponse | null>(null);
+
+  const [status, setStatus] = useState<
+    'idle' | 'streaming' | 'loading' | 'ready' | 'error'
+  >('idle');
+
+  const generatePersonalizedRoadmap = useCallback(
+    async (information: string) => {
+      try {
+        onStart?.();
+        setStatus('loading');
+        abortControllerRef.current?.abort();
+        abortControllerRef.current = new AbortController();
+
+        const response = await fetch(
+          `${import.meta.env.PUBLIC_API_URL}/v1-personalize-roadmap`,
+          {
+            method: 'POST',
+            headers: {
+              'Content-Type': 'application/json',
+            },
+            body: JSON.stringify({
+              roadmapId,
+              information,
+            }),
+            signal: abortControllerRef.current?.signal,
+            credentials: 'include',
+          },
+        );
+
+        if (!response.ok) {
+          const data = await response.json();
+          setStatus('error');
+          if (data.status === 401) {
+            removeAuthToken();
+            window.location.reload();
+          }
+
+          throw new Error(data?.message || 'Something went wrong');
+        }
+
+        const stream = response.body;
+        if (!stream) {
+          setStatus('error');
+          throw new Error('Something went wrong');
+        }
+
+        await readChatStream(stream, {
+          onMessage: async (content) => {
+            flushSync(() => {
+              setStatus('streaming');
+              contentRef.current = parsePersonalizedRoadmapResponse(content);
+              onData?.(contentRef.current);
+            });
+          },
+          onMessageEnd: async () => {
+            flushSync(() => {
+              setStatus('ready');
+            });
+          },
+        });
+
+        setStatus('idle');
+        abortControllerRef.current = null;
+
+        if (!contentRef.current) {
+          setStatus('error');
+          throw new Error('Something went wrong');
+        }
+
+        onFinish?.(contentRef.current);
+      } catch (error) {
+        if (abortControllerRef.current?.signal.aborted) {
+          // we don't want to show error if the user stops the chat
+          // so we just return
+          return;
+        }
+
+        onError?.(error as Error);
+        setStatus('error');
+      }
+    },
+    [roadmapId, onError],
+  );
+
+  const stop = useCallback(() => {
+    if (!abortControllerRef.current) {
+      return;
+    }
+
+    abortControllerRef.current.abort();
+    abortControllerRef.current = null;
+  }, []);
+
+  return {
+    status,
+    stop,
+    generatePersonalizedRoadmap,
+  };
+}
+
+export function parsePersonalizedRoadmapResponse(
+  response: string,
+): PersonalizedRoadmapResponse {
+  const topicIds: Set<string> = new Set();
+  const lines = response.split('\n');
+  for (const line of lines) {
+    if (!line.trim()) {
+      continue;
+    }
+
+    if (line.startsWith('-')) {
+      const topicId = line.slice(1).trim();
+      if (!topicId) {
+        continue;
+      }
+
+      topicIds.add(topicId);
+    }
+  }
+
+  return {
+    topicIds: Array.from(topicIds),
+  };
+}