diff --git a/app/api/analytics/route.ts b/app/api/analytics/route.ts
new file mode 100644
index 0000000..39c7cec
--- /dev/null
+++ b/app/api/analytics/route.ts
@@ -0,0 +1,30 @@
+import { NextResponse } from 'next/server';
+
+export async function POST(req: Request) {
+    try {
+        const body = await req.json();
+        const headers = req.headers;
+
+        // Get IP here since we are the public facing entity
+        const ip = headers.get('x-forwarded-for') || 'unknown';
+
+        // Relay to Admin Dashboard (Internal Docker Network)
+        // admin_dash must be reachable. If in same docker network, use container name.
+        // If separate, use host.docker.internal or configured URL.
+        const adminUrl = process.env.ADMIN_DASH_URL || 'http://admin_dash:3000/api/track';
+
+        // We fire and forget - don't wait for response to keep this fast
+        fetch(adminUrl, {
+            method: 'POST',
+            body: JSON.stringify({ ...body, ip }), // Pass IP along
+            headers: {
+                'Content-Type': 'application/json',
+                'X-Forwarded-For': ip // Preserve IP
+            },
+        }).catch(e => console.error('Relay failed', e));
+
+        return NextResponse.json({ success: true });
+    } catch (error) {
+        return NextResponse.json({ success: false });
+    }
+}
diff --git a/app/page.tsx b/app/page.tsx
index 6b0027e..5ae26d9 100644
--- a/app/page.tsx
+++ b/app/page.tsx
@@ -1,3 +1,5 @@
+import Image from "next/image";
+
 export default function Home() {
   return (
     <div className="min-h-screen flex flex-col items-center p-8 sm:p-20 relative overflow-hidden bg-zinc-50 dark:bg-zinc-950 text-zinc-900 dark:text-zinc-50 font-sans">
@@ -10,7 +12,7 @@ export default function Home() {
 
       <main className="z-10 max-w-5xl w-full animate-fade-in mt-20 sm:mt-32 pb-24 px-6">
 
-        <div className="grid grid-cols-1 md:grid-cols-2 gap-12 md:gap-24 items-center">
+        <div className="grid grid-cols-1 md:grid-cols-2 gap-12 md:gap-24 items-start">
 
           {/* Left Column: Text & Info */}
           <section className="space-y-8 order-2 md:order-1">
@@ -55,21 +57,21 @@ export default function Home() {
             <div className="pt-2 animate-slide-up" style={{ animationDelay: '0.5s' }}>
               <p className="text-sm text-zinc-400 dark:text-zinc-500 font-mono">
                 <span className="text-zinc-900 dark:text-zinc-100 mr-2">Currently:</span>
-                Writing about the architecture of personal sites. <a href="/blog/testing-layout" className="text-zinc-600 dark:text-zinc-400 underline decoration-zinc-300 dark:decoration-zinc-700 hover:text-zinc-900 dark:hover:text-zinc-100">Read latest &rarr;</a>
+                Writing about deep learning happenings <a href="/blog/testing-layout" className="text-zinc-600 dark:text-zinc-400 underline decoration-zinc-300 dark:decoration-zinc-700 hover:text-zinc-900 dark:hover:text-zinc-100">Read latest &rarr;</a>
               </p>
             </div>
           </section>
 
           {/* Right Column: Photo */}
           <div className="order-1 md:order-2 flex justify-center md:justify-end animate-slide-up" style={{ animationDelay: '0.2s' }}>
-            <div className="relative w-64 h-64 sm:w-80 sm:h-80 rounded-2xl overflow-hidden bg-zinc-100 dark:bg-zinc-900 shadow-2xl transition-transform duration-500 ease-out grayscale hover:grayscale-0">
+            <div className="relative w-64 h-64 sm:w-80 sm:h-80 rounded-2xl overflow-hidden bg-zinc-100 dark:bg-zinc-900 shadow-2xl transition-transform duration-500 ease-out">
               {/* UNCOMMENT AFTER ADDING public/profile.jpg */}
-              {/* <Image src="/profile.jpg" alt="Akshay Kolli" fill className="object-cover" priority /> */}
+              <Image src="/profile.jpeg" alt="Akshay Kolli" fill className="object-cover" priority />
 
               {/* Placeholder */}
-              <div className="absolute inset-0 flex items-center justify-center text-zinc-300 dark:text-zinc-700 border-2 border-dashed border-zinc-200 dark:border-zinc-800 m-2 rounded-xl">
+              {/* <div className="absolute inset-0 flex items-center justify-center text-zinc-300 dark:text-zinc-700 border-2 border-dashed border-zinc-200 dark:border-zinc-800 m-2 rounded-xl">
                 <span className="font-mono text-sm">profile.jpg</span>
-              </div>
+              </div> */}
             </div>
           </div>
 
diff --git a/app/resume/page.tsx b/app/resume/page.tsx
index 2016262..80d9255 100644
--- a/app/resume/page.tsx
+++ b/app/resume/page.tsx
@@ -3,9 +3,7 @@ export default function ResumePage() {
         <div className="max-w-3xl mx-auto px-6 py-24 space-y-12 animate-fade-in">
             <header className="space-y-4">
                 <h1 className="text-4xl font-bold tracking-tight text-zinc-900 dark:text-zinc-50">Resume</h1>
-                <p className="text-zinc-500 dark:text-zinc-400 font-light">
-                    Academic and professional timeline.
-                </p>
+
             </header>
 
             {/* Timeline Section */}
diff --git a/components/Analytics.tsx b/components/Analytics.tsx
index 6319483..164a83d 100644
--- a/components/Analytics.tsx
+++ b/components/Analytics.tsx
@@ -10,12 +10,8 @@ export function Analytics() {
         // Send beacon on mount and path change
         const sendBeacon = async () => {
             try {
-                // Point to the Admin Dashboard API
-                // In prod, this URL needs to be the absolute URL of admin_dash
-                // For local docker, standard localhost access might work if CORS allows,
-                // or we route through a proxy. 
-                // For this personal setup, let's assume they are on same domain or localhost.
-                await fetch('http://localhost:3000/api/track', { // TODO: Make this configurable
+                // Send beacon to THIS website's API, which will relay it to the admin dash
+                await fetch('/api/analytics', {
                     method: 'POST',
                     body: JSON.stringify({ path: pathname, timestamp: Date.now() }),
                     headers: { 'Content-Type': 'application/json' },
diff --git a/components/layout/Footer.tsx b/components/layout/Footer.tsx
index b5b56ca..92c3ca8 100644
--- a/components/layout/Footer.tsx
+++ b/components/layout/Footer.tsx
@@ -2,7 +2,6 @@ export function Footer() {
     return (
         <footer className="w-full py-8 text-center text-xs text-zinc-400 dark:text-zinc-600 font-mono border-t border-zinc-200/50 dark:border-zinc-800/50 mt-auto">
             <div className="max-w-4xl mx-auto px-6 flex flex-col sm:flex-row justify-between items-center gap-4">
-                <span>© {new Date().getFullYear()} John Doe. All rights reserved.</span>
 
                 <div className="flex gap-4">
                     <a href="#" className="hover:text-zinc-900 dark:hover:text-zinc-100 transition-colors">Twitter</a>
diff --git a/content/posts/testing-layout.mdx b/content/posts/testing-layout.mdx
deleted file mode 100644
index 8215426..0000000
--- a/content/posts/testing-layout.mdx
+++ /dev/null
@@ -1,107 +0,0 @@
----
-title: "The Architecture of a Modern Personal Site"
-date: "2025-02-06"
-description: "A deep dive into the technical stacks, design philosophies, and implementation details of building a minimalist digital garden in the age of AI."
-tags: ["Architecture", "Next.js", "Design", "System"]
----
-
-# Introduction
-
-In an era dominated by algorithmic feeds and ephemeral content, the personal website remains the last bastion of digital sovereignty. It is a space where the signal-to-noise ratio is controlled entirely by the author. 
-
-This post serves as **stress test** for the typography and layout of this blog engine. We need to verify that long-form content is readable, that the table of contents tracks correctly, and that the marginalia (side notes) function as intended.
-
-## The Tech Stack
-
-We opted for a "bleeding-edge but stable" approach. The core constraints were:
-
-1.  **Performance**: Sub-100ms navigation.
-2.  **Simplicity**: No heavy client-side hydration unless necessary.
-3.  **Ownership**: Markdown-backed content.
-
-<SideNote title="Why Markdown?">
-  Markdown ensures that the content is portable. If this site moves to a completely different stack in 5 years, the content remains valid.
-</SideNote>
-
-### Next.js & React Server Components
-
-We utilize React Server Components (RSC) to render the MDX content entirely on the server. This means zero JavaScript is shipped for the blog post content itself.
-
-```typescript
-// app/blog/[slug]/page.tsx
-export default async function BlogPost({ params }: Props) {
-    const { slug } = await params;
-    const post = getPostBySlug(slug);
-
-    return (
-        <article>
-            <MDXRemote source={post.content} />
-        </article>
-    );
-}
-```
-
-
-![Example Image](/images/testing-layout/example.svg)
-
-## Typography & Rhythm
-
-Good typography is invisible. It guides the eye without drawing attention to itself. We use **Inter** for its tall x-height and readability on screens.
-
-The vertical rhythm is maintained using `prose` (Tailwind Typography), ensuring that margins between paragraphs, headings, and lists are consistent.
-
-### List Styles
-
-*   **Unordered lists** are used for collections of related items.
-*   **Ordered lists** imply a sequence or ranking.
-*   **Nested lists** should handle indentation gracefully.
-
-1.  First item
-2.  Second item
-    *   Sub-item A
-    *   Sub-item B
-3.  Third item
-
-## Handling Complexity
-
-What happens when we introduce complex diagrams or citations?
-
-The system uses a custom citation component <Citation id="tufte" index="1" /> that links to a bibliography at the end. This is inspired by Tufte's design principles.
-
-> "Clutter and confusion are failures of design, not attributes of information." — Edward Tufte
-
-## Deep Dive: The Graph Network
-
-Let's discuss the graph neural network work mentioned in my resume. When dealing with multi-agent systems, the topology of interaction is often unknown.
-
-### Inference Challenge
-
-Inferring the graph $G = (V, E)$ from a set of trajectories $T$ is an NP-hard problem in its general form. However, by restricting the hypothesis space to local interactions, we can approximate the adjacency matrix.
-
-<SideNote title="Attention Mechanism">
-  The attention mechanism acts as a "soft" adjacency matrix, allowing the model to learn weights between agents dynamically.
-</SideNote>
-
-We developed a novel **Fast Graph Attention** layer that allows for:
-
-1.  **Batching**: Processing heavily disjoint graphs in parallel.
-2.  **Sparsity**: Pruning edges with low attention scores during training.
-
-```python
-class FastGAT(nn.Module):
-    def forward(self, x, adj):
-        # Efficient sparse matrix multiplication
-        return spmm(adj, self.W(x))
-```
-
-## Conclusion
-
-This layout seems to handle various content types well. The sticky TOC on the left should have tracked your progress through *The Tech Stack*, *Typography*, and *Deep Dive* sections.
-
-The marginalia should have appeared to the right of the relevant paragraphs without overlapping the main text.
-
-<Bibliography>
-  <div id="bib-tufte">
-    [1] Edward Tufte, *Envisioning Information*, Graphics Press, 1990.
-  </div>
-</Bibliography>
diff --git a/public/profile.jpeg b/public/profile.jpeg
new file mode 100644
index 0000000..65e1cc8
Binary files /dev/null and b/public/profile.jpeg differ