diff --git a/app/infrastructure/page.tsx b/app/infrastructure/page.tsx
new file mode 100644
index 0000000..ee0c4e9
--- /dev/null
+++ b/app/infrastructure/page.tsx
@@ -0,0 +1,136 @@
+"use client";
+import { motion } from "framer-motion";
+import { ShieldCheck, Zap, Globe, Cpu, Terminal } from "lucide-react";
+import Link from "next/link";
+
+const CAPABILITIES = [
+  {
+    title: "Cloud Orchestration",
+    icon: <Cpu size={16} />,
+    skills: ["Kubernetes", "Docker", "Cloud Run", "Multi-Region VPC"],
+    description:
+      "Managing containerized application lifecycles and software-defined networks to ensure high availability and regional data sovereignty.",
+  },
+  {
+    title: "Provisioning & IaC",
+    icon: <Terminal size={16} />,
+    skills: ["Terraform", "Makefiles", "Shell Scripting", "Versioned State"],
+    description:
+      "Defining environment state through version-controlled configurations to ensure reproducible, predictable, and audit-ready cloud resources.",
+  },
+  {
+    title: "Deployment Pipelines",
+    icon: <Zap size={16} />,
+    skills: [
+      "GitHub Actions",
+      "Woodpecker CI",
+      "Fastlane",
+      "Automated Testing",
+    ],
+    description:
+      "Architecting CI/CD workflows that bridge the gap between local development and production environments with zero-downtime strategies.",
+  },
+  {
+    title: "Governance & Security",
+    icon: <ShieldCheck size={16} />,
+    skills: ["NHS DSPT", "Cyber Essentials", "DPIA", "Secret Management"],
+    description:
+      "Hardening infrastructure and delivery pipelines to maintain alignment with UK health data standards and government security frameworks.",
+  },
+];
+
+export default function InfrastructurePage() {
+  return (
+    <div className="max-w-5xl mx-auto px-6 py-16 font-mono">
+      {/* Tightened Header */}
+      <header className="mb-16">
+        <div className="flex items-center gap-2 mb-3">
+          <span className="w-1.5 h-1.5 rounded-full bg-blue-500 animate-pulse" />
+          <h1 className="text-3xl font-bold tracking-tighter text-white uppercase">
+            Infrastructure and Operationss
+          </h1>
+        </div>
+        <p className="text-neutral-500 max-w-xl leading-relaxed text-sm">
+          Technical manifest of experiences in cloud orchestration, deployment
+          pipelines, and security frameworks designed for resilient services in
+          regulated environments.
+        </p>
+      </header>
+
+      {/* Tightened Specification List */}
+      <div className="space-y-6 mb-32">
+        {CAPABILITIES.map((cap, i) => (
+          <motion.div
+            key={cap.title}
+            initial={{ opacity: 0, y: 10 }}
+            animate={{ opacity: 1, y: 0 }}
+            transition={{ delay: i * 0.05, duration: 0.4 }}
+            className="grid grid-cols-1 md:grid-cols-12 gap-6 border-t border-neutral-800/60 pt-10"
+          >
+            <div className="md:col-span-4">
+              <div className="flex items-center gap-3 text-blue-500/90">
+                {cap.icon}
+                <h3 className="text-[10px] font-bold tracking-[0.25em] uppercase">
+                  {cap.title}
+                </h3>
+              </div>
+            </div>
+
+            <div className="md:col-span-8">
+              <p className="text-neutral-400 text-sm leading-relaxed mb-6">
+                {cap.description}
+              </p>
+              <div className="flex flex-wrap gap-x-6 gap-y-2">
+                {cap.skills.map((skill) => (
+                  <span
+                    key={skill}
+                    className="text-[9px] font-mono text-neutral-600 uppercase tracking-widest"
+                  >
+                    {`// ${skill}`}
+                  </span>
+                ))}
+              </div>
+            </div>
+          </motion.div>
+        ))}
+      </div>
+
+      {/* Corrected Alignment Featured Section */}
+      <section className="bg-neutral-900/40 border border-neutral-800 p-8 md:p-12 rounded-3xl">
+        <div className="flex flex-col lg:flex-row lg:items-center justify-between gap-10">
+          <div className="flex-1">
+            <h2 className="text-[10px] font-mono text-blue-500 uppercase tracking-[0.3em] mb-4">
+              Selected Case Study
+            </h2>
+            <h3 className="text-xl font-bold text-white mb-3 tracking-tight">
+              Medical-Grade Architecture Analysis
+            </h3>
+            <p className="text-neutral-500 leading-relaxed text-sm max-w-2xl">
+              An examination of a multi-cloud environment built to satisfy
+              <span className="text-neutral-300"> UK Cyber Essentials</span> and
+              <span className="text-neutral-300"> NHS DSPT</span> standards,
+              focusing on data residency and infrastructure-level security.
+            </p>
+          </div>
+
+          <div className="shrink-0">
+            <Link href="/projects/ayla">
+              <motion.div
+                whileHover={{
+                  scale: 1.02,
+                  backgroundColor: "#3b82f6",
+                  color: "#fff",
+                }}
+                whileTap={{ scale: 0.98 }}
+                className="px-8 py-4 rounded-xl bg-white text-black font-bold text-[11px] uppercase tracking-[0.2em] flex items-center gap-3 transition-all duration-300"
+              >
+                Examine Logic
+                <Zap size={14} />
+              </motion.div>
+            </Link>
+          </div>
+        </div>
+      </section>
+    </div>
+  );
+}
diff --git a/app/page.tsx b/app/page.tsx
index eba5662..30e2e51 100644
--- a/app/page.tsx
+++ b/app/page.tsx
@@ -181,21 +181,22 @@ export default function Home() {
           </Link>
 
           {/* Middle Row: DevOps */}
-          <Link href="/projects/infrastructure" className="group md:col-span-2">
+          <Link href="/infrastructure" className="group md:col-span-2">
             <motion.div
               whileHover={{ y: -5 }}
               className="p-6 rounded-3xl bg-neutral-900 border border-neutral-800 h-full flex flex-col justify-between min-h-[260px] relative transition-colors hover:border-green-500/30"
             >
               <div>
                 <Server className="text-green-400 w-6 h-6 mb-4" />
-                <h3 className="font-bold text-xl mb-2">DevOps</h3>
+                <h3 className="font-bold text-xl mb-2">Infrastructure</h3>
                 <p className="text-sm text-neutral-500 leading-relaxed">
-                  Managing self-hosted cloud nodes with automated CI/CD
-                  pipelines and proactive monitoring.
+                  Architecting resilient cloud environments with automated IaC,
+                  multi-region orchestration, and high-integrity security
+                  protocols.
                 </p>
               </div>
               <div className="flex flex-wrap gap-2 mt-6">
-                {["Docker", "Woodpecker", "Hetzner", "Linux", "Uptime"].map(
+                {["Kubernetes", "Terraform", "GCP", "CI/CD", "Security"].map(
                   (tech) => (
                     <span
                       key={tech}
diff --git a/components/MobileStack copy.tsx b/components/MobileStack copy.tsx
new file mode 100644
index 0000000..901219c
--- /dev/null
+++ b/components/MobileStack copy.tsx	
@@ -0,0 +1,104 @@
+"use client";
+import { useState } from "react";
+import { motion, AnimatePresence } from "framer-motion";
+import { ArrowRight } from "lucide-react";
+import { MobileFrame } from "./MobileFrame";
+
+export default function MobileStack({ images }: { images: string[] }) {
+  const [currentIndex, setCurrentIndex] = useState(0);
+
+  const DRAG_THRESHOLD = -150;
+
+  const getRelativeIndex = (index: number) => {
+    const len = images.length;
+    return (index - currentIndex + len) % len;
+  };
+
+  const next = () => setCurrentIndex((prev) => (prev + 1) % images.length);
+
+  return (
+    <div className="relative h-[750px] w-full flex flex-col items-center py-20 overflow-hidden group">
+      <div className="relative h-[650px] w-full flex justify-center items-center">
+        <AnimatePresence initial={false}>
+          {images.map((img, index) => {
+            const relIndex = getRelativeIndex(index);
+            const isTop = relIndex === 0;
+
+            const xOffset = relIndex * 90;
+
+            if (relIndex > 5) return null;
+
+            return (
+              <motion.div
+                key={img}
+                style={{ zIndex: images.length - relIndex }}
+                initial={{ opacity: 0, x: 400 }}
+                animate={{
+                  opacity: 1,
+                  x: isTop ? 0 : xOffset,
+                  scale: isTop ? 1 : 0.96,
+                  filter: isTop ? "brightness(1)" : "brightness(0.4)",
+                  pointerEvents: isTop ? "auto" : "all",
+                }}
+                exit={{
+                  x: -1000,
+                  opacity: 0,
+                  transition: { duration: 0.4, ease: "easeIn" },
+                }}
+                transition={{
+                  duration: 0.6,
+                  ease: [0.22, 1, 0.36, 1],
+                }}
+                whileHover={
+                  !isTop ? { scale: 0.98, filter: "brightness(0.6)" } : {}
+                }
+                drag={isTop ? "x" : false}
+                dragConstraints={{ left: 0, right: 0 }}
+                dragElastic={0.8}
+                onDrag={(_, info) => {
+                  if (isTop && info.offset.x < DRAG_THRESHOLD) {
+                    next();
+                  }
+                }}
+                onDragEnd={(_, info) => {
+                  // Backup check for quick flicks
+                  if (isTop && info.offset.x < -100) {
+                    next();
+                  }
+                }}
+                onClick={() => !isTop && setCurrentIndex(index)}
+                className="absolute"
+              >
+                <div
+                  className={`${isTop ? "cursor-grab active:cursor-grabbing" : "cursor-pointer"}`}
+                >
+                  <MobileFrame>
+                    <img
+                      src={img}
+                      alt="App Screenshot"
+                      draggable="false"
+                      className="w-full h-full object-cover select-none"
+                    />
+                  </MobileFrame>
+                </div>
+              </motion.div>
+            );
+          })}
+        </AnimatePresence>
+
+        {/* Navigation Button */}
+        <div className="absolute -bottom-12 z-[100]">
+          <button
+            onClick={next}
+            className="flex items-center gap-3 px-6 py-3 rounded-full bg-black/40 backdrop-blur-xl border border-white/5 text-white hover:bg-white/10 transition-all opacity-0 group-hover:opacity-100 group-hover:translate-y-[-20px]"
+          >
+            <span className="text-[10px] font-mono uppercase tracking-[0.2em]">
+              Next Screen
+            </span>
+            <ArrowRight size={16} />
+          </button>
+        </div>
+      </div>
+    </div>
+  );
+}
diff --git a/data/projects.ts b/data/projects.ts
index 0fe22fb..c3e3548 100644
--- a/data/projects.ts
+++ b/data/projects.ts
@@ -265,7 +265,7 @@ graph TB
     ],
     description:
       "A social decision-making app that solves 'choice paralysis' by allowing groups to swipe on movies and TV shows, using a real-time matching algorithm to find common interests.",
-    storyLabel: "UX // MOBILE_SYNCHRONIZATION",
+    storyLabel: "UX // MOBILE SYNCHRONIZATION",
     images: [
       "/projects/choosa/choosa-1.jpg",
       "/projects/choosa/choosa-2.jpg",
@@ -320,42 +320,85 @@ graph LR
     classDef hub fill:#f59e0b,stroke:#d97706,color:#fff
   `,
   },
+
   {
-    slug: "flutter-1",
+    slug: "nutriveat",
     category: "mobile",
-    title: "Flutter-1",
-    subtitle: "Personal R&D Pipeline",
-    role: "Architect & Creator",
-    duration: "2025 — Present",
-    stack: ["Python", "FastAPI", "Next.js", "Redis"],
-    metrics: ["Sub-50ms Latency", "Automated ETL", "Self-Hosted"],
+    title: "Nutriveat",
+    subtitle: "AI-Powered Personalized Nutrition",
+    role: "Lead Developer & Architect",
+    duration: "2024 — Present",
+    stack: [
+      "Flutter",
+      "Firebase",
+      "OpenAI (GPT-4o)",
+      "Novita AI",
+      "StoreKit / Play Billing",
+    ],
+    metrics: [
+      "Fine-tuned LLM Assistants",
+      "Direct Store Integrations",
+      "Multi-Tier Subscriptions",
+    ],
     description:
-      "A data science pipeline tool built to explore high-speed processing and real-time visualization of large datasets.",
-    images: ["/datasaur-1.jpg"],
-    repoUrl: "https://git.georgew.dev/georgew/datasaur",
-    liveUrl: "https://ratoong.com",
-    engineeringStory:
-      "In this high-stakes medical environment, I implemented a custom audit logging system that ensured every state change was immutable...",
-    storyLabel: "DATA EFFICIENCY",
-    isPrivate: true,
-  },
-  {
-    slug: "flutter-2",
-    category: "mobile",
-    title: "Flutter-1",
-    subtitle: "Personal R&D Pipeline",
-    role: "Architect & Creator",
-    duration: "2025 — Present",
-    stack: ["Python", "FastAPI", "Next.js", "Redis"],
-    metrics: ["Sub-50ms Latency", "Automated ETL", "Self-Hosted"],
-    description:
-      "A data science pipeline tool built to explore high-speed processing and real-time visualization of large datasets.",
-    images: ["/datasaur-1.jpg"],
-    repoUrl: "https://git.georgew.dev/georgew/datasaur",
-    liveUrl: "https://ratoong.com",
-    engineeringStory:
-      "In this high-stakes medical environment, I implemented a custom audit logging system that ensured every state change was immutable...",
-    storyLabel: "DATA EFFICIENCY",
-    isPrivate: true,
+      "A comprehensive health and nutrition platform that leverages fine-tuned generative AI to architect personalized meal plans, automate shopping lists, and provide real-time culinary assistance.",
+    storyLabel: "AI ORCHESTRATION // MONETIZATION",
+    images: [
+      "/projects/nutriveat/nutriveat-6.jpg",
+      "/projects/nutriveat/nutriveat-1.jpg",
+      "/projects/nutriveat/nutriveat-2.jpg",
+      "/projects/nutriveat/nutriveat-3.jpg",
+      "/projects/nutriveat/nutriveat-4.jpg",
+      "/projects/nutriveat/nutriveat-5.jpg",
+    ],
+    isPrivate: false,
+    engineeringStory: `
+Nutriveat represents a deep dive into the practical application of Large Language Models (LLMs) in a consumer-facing mobile environment. The goal was to move beyond a standard "chat wrapper" and create a deeply integrated tool that understands the nuance of dietary constraints, kitchen logistics, and user budgets.
+
+#### Fine-Tuned AI & Structured Output
+A major engineering hurdle was ensuring the AI generated valid, consistent, and safe meal plans. I implemented a system of fine-tuned system prompts and strict schema validation within **Cloud Functions** to force GPT-4o to return structured data. This allowed the app to take raw AI output and instantly transform it into actionable Firestore documents, shopping list items, and high-fidelity image prompts for **Novita AI**.
+
+#### Native Subscription Architecture
+To support the ongoing API costs of generative AI, I architected a robust multi-tier subscription model (Monthly/Annual). I implemented the monetization layer by integrating directly with the **Apple App Store (StoreKit)** and **Google Play Console (Billing Library)**. This involved architecting a custom server-side validation system in Cloud Functions to handle real-time subscription status, grace periods, and cross-platform entitlement logic without the use of third-party middleware.
+
+#### Context-Aware Culinary Assistance
+I developed a specialized AI Chatbot designed to function as a "Kitchen Assistant." Unlike general-purpose bots, this assistant is provided with the specific context of the user's current meal plan, dietary allergies, and available utensils. By using **RAG-lite (Retrieval-Augmented Generation)** principles, the bot can provide accurate unit conversions and tailored cooking instructions that respect the user's specific kitchen setup.
+  `,
+    mermaidChart: `
+graph LR
+    subgraph Client_Mobile [Flutter Frontend]
+        A[Mobile App]:::traffic
+    end
+
+    subgraph Firebase_Backend [Control Plane]
+        Hub((Firebase SDK)):::hub
+        C[Firestore DB]:::node
+        D[Cloud Functions]:::node
+    end
+
+    subgraph AI_Orchestration [Intelligence Layer]
+        F[OpenAI / GPT-4o]:::node
+        G[Novita AI / Stable Diffusion]:::node
+    end
+
+    subgraph Store_Integrations [Native Billing]
+        H[App Store / Play Store]:::traffic
+    end
+
+    A <--> Hub
+    Hub <--> C
+    Hub --> D
+    
+    D ==>|Fine-tuned Prompts| F
+    D ==>|Image Generation| G
+    F -.->|JSON Parsing| D
+    
+    A <-->|Native IAP Flow| H
+    H -.->|Server-to-Server Hooks| D
+
+    classDef traffic fill:#2563eb,stroke:#3b82f6,color:#fff
+    classDef node fill:#16a34a,stroke:#22c55e,color:#fff
+    classDef hub fill:#f59e0b,stroke:#d97706,color:#fff
+  `,
   },
 ];
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