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index 9451eaf..578c094 100644
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diff --git a/sites/mainweb/app/page.tsx b/sites/mainweb/app/page.tsx
index 8590e13..35a210e 100644
--- a/sites/mainweb/app/page.tsx
+++ b/sites/mainweb/app/page.tsx
@@ -31,6 +31,7 @@ import arc from "@/assets/images/logos/arc-logo-v3.png";
 import gtaa from "@/assets/images/logos/gtaa.png";
 import blueconduit from "@/assets/images/logos/blueconduit.png";
 import stock from "@/assets/images/logos/stock.png"
+import trading from "@/assets/images/logos/trading.png"
 
 const Pie = dynamic(() => import("react-chartjs-2").then(mod => mod.Pie), {
   ssr: false,
@@ -265,39 +266,82 @@ const Home = () => {
           <Card
           className="flex flex-col justify-between h-full hover:shadow-2xl hover:-translate-y-1 transition-all duration-300 border border-white/5 p-6 rounded-xl"
         >
-      {/* Logo on top */}
-      <div className="w-full flex justify-center mb-4">
-        <div className="p-4 bg-white rounded-xl">
-          <Image
-            src={stock}
-            alt="Roboinvesting Logo"
-            className="object-contain w-32 h-32"
-            width={128}
-            height={128}
-          />
-        </div>
-      </div>
-
-      {/* Title */}
-      <h3 className="text-teal-400 text-lg font-bold text-center mb-3">Roboinvesting</h3>
-      <div className="flex justify-center mb-3">
-        <span className="px-3 py-1 text-xs font-semibold rounded-full bg-emerald-500/15 text-emerald-400 border border-emerald-500/30">
-          Actively Recruiting
-        </span>
-      </div>
-
-      {/* Description */}
-      <p className="text-gray-300 text-sm leading-relaxed">
-        A <strong>machine learning–driven trading simulation</strong> that analyzes
-        <strong> technical indicators</strong>, <strong>macroeconomic signals</strong>,
-        and <strong>risk metrics</strong> to generate
-        <strong> data-informed trading decisions</strong>. Built for
-        <strong> education</strong> and <strong>real-world financial modeling experience</strong>.
-      </p>
+          {/* Logo on top */}
+          <div className="w-full flex justify-center mb-4">
+            <div className="p-4 bg-white rounded-xl">
+              <Image
+                src={stock}
+                alt="Roboinvesting Logo"
+                className="object-contain w-32 h-32"
+                width={128}
+                height={128}
+              />
+            </div>
+          </div>
+
+          {/* Title */}
+            <h3 className="text-teal-400 text-lg font-bold text-center mb-3">Roboinvesting</h3>
+            <div className="flex justify-center mb-3">
+              <span className="px-3 py-1 text-xs font-semibold rounded-full bg-emerald-500/15 text-emerald-400 border border-emerald-500/30">
+                Actively Recruiting
+              </span>
+            </div>
+
+            {/* Description */}
+            <p className="text-gray-300 text-sm leading-relaxed">
+              A <strong>machine learning–driven trading simulation</strong> that analyzes
+              <strong> technical indicators</strong>, <strong>macroeconomic signals</strong>,
+              and <strong>risk metrics</strong> to generate
+              <strong> data-informed trading decisions</strong>. Built for
+              <strong> education</strong> and <strong>real-world financial modeling experience</strong>.
+            </p>
+
+                          {/* Email contact link */}
+                              <a
+                          href="mailto:bjmichaels.25@gmail.com"
+                        aria-label="Contact project via email"
+                        className="text-teal-400 mt-4 inline-block font-semibold hover:underline hover:text-teal-300 transition-colors"
+                        >
+                      Get in Contact Now →
+                        </a>
+                  </Card>
+
+                  <Card
+                className="flex flex-col justify-between h-full hover:shadow-2xl hover:-translate-y-1 transition-all duration-300 border border-white/5 p-6 rounded-xl"
+              >
+                {/* Logo on top */}
+                <div className="w-full flex justify-center mb-4">
+                  <div className="p-4 bg-white rounded-xl">
+                    <Image
+                      src={trading}
+                      alt="Roboinvesting Logo"
+                      className="object-contain w-32 h-32"
+                      width={130}
+                      height={140}
+                    />
+                  </div>
+                </div>
+
+                {/* Title */}
+                <h3 className="text-teal-400 text-lg font-bold text-center mb-3">Real-Time AI Trading Agent</h3>
+                <div className="flex justify-center mb-3">
+                  <span className="px-3 py-1 text-xs font-semibold rounded-full bg-emerald-500/15 text-emerald-400 border border-emerald-500/30">
+                    Actively Recruiting
+                  </span>
+                </div>
+
+                {/* Description */}
+                <p className="text-gray-300 text-sm leading-relaxed">
+                  A <strong>machine learning–driven trading simulation</strong> that analyzes
+                  <strong> technical indicators</strong>, <strong>macroeconomic signals</strong>,
+                  and <strong>risk metrics</strong> to generate
+                  <strong> data-informed trading decisions</strong>. Built for
+                  <strong> education</strong> and <strong>real-world financial modeling experience</strong>.
+                </p>
 
                     {/* Email contact link */}
                         <a
-                    href="mailto:bjmichaels.25@gmail.com"
+                    href="mailto:wesleylu@gatech.edu"
                   aria-label="Contact project via email"
                   className="text-teal-400 mt-4 inline-block font-semibold hover:underline hover:text-teal-300 transition-colors"
                   >
@@ -322,50 +366,6 @@ const Home = () => {
             </p>
           </Card>
 
-          <Card
-            img={blueconduit}
-            heading="AI-Driven Investment Platform"
-            className="flex flex-col justify-between h-full hover:shadow-2xl hover:-translate-y-1 transition-all duration-300 border border-white/5 p-6 rounded-xl"
-          >
-             <div className="flex justify-center mb-4">
-              <span className="px-3 py-1 text-xs font-semibold rounded-full bg-red-500/15 text-red-400 border border-red-500/30">
-                Past Project
-              </span>
-            </div>
-            <p className="text-gray-300 text-sm leading-relaxed line-clamp-4">
-              This innovative project reimagines financial planning as a <strong>conversational experience</strong>. The AI engages users to create personalized financial
-              roadmaps using their data and predictive models.
-            </p>
-          </Card>
-
-          <Card
-            img={furnichanter}
-            heading="Furnichanter (AI Interior Design)"
-            linkUrl="https://nucleusfox.github.io/furnichanter.html"
-            className="flex flex-col justify-between h-full hover:shadow-2xl hover:-translate-y-1 transition-all duration-300 border border-white/5 p-6 rounded-xl"
-          >
-              <div className="flex justify-center mb-4">
-              <span className="px-3 py-1 text-xs font-semibold rounded-full bg-red-500/15 text-red-400 border border-red-500/30">
-                Past Project
-              </span>
-            </div>
-            <p className="text-gray-300 text-sm leading-relaxed line-clamp-4 mb-4">
-              Furnichanter combines <strong>computer vision and AI</strong> to allow users to search
-              for furniture using images and generate custom pieces from text
-              descriptions.
-            </p>
-            <a
-              href="https://nucleusfox.github.io/furnichanter.html"
-              target="_blank"
-              rel="noopener noreferrer"
-              aria-label="Visit the Furnichanter project page"
-              className="text-teal-400 mt-auto inline-block font-semibold hover:underline hover:text-teal-300 transition-colors"
-            >
-              Visit Project Page →
-            </a>
-          </Card>
-
-
            <Card
             img=""
             linkUrl="/projects"
diff --git a/sites/mainweb/app/projects/page.tsx b/sites/mainweb/app/projects/page.tsx
index 64db339..eb6b14a 100644
--- a/sites/mainweb/app/projects/page.tsx
+++ b/sites/mainweb/app/projects/page.tsx
@@ -7,46 +7,82 @@ import Footer from "@/components/Footer";
 import Major from "@/components/Text/Major";
 import Mini from "@/components/Text/Mini";
 
-const projects = [
-  {
-    name: "Roboinvesting",
-    description:
-      "Using Machine Learning to simulate profitable trading decisions. The goal of this project is to build a machine learning pipeline to analyze technical indicators, macroeconomic data, and calculate risk, to generate trading signals for our AI system to order. This is for educational purposes only and for the experience.",
-  },
-  {
-    name: "ARC: Applied Research and Competitions seminar",
-    description:
-      "This seminar prepares students for original research contributions at evaluation-focused venues like CLEF. Participants analyze the AI/ML/IR applied research landscape, identify viable tasks, and develop ML/IR pipelines using PyTorch and Hugging Face.",
-  },
-  {
-    name: "Sports Analysis Project",
-    description:
-      "A space for students to work on open-ended sports-related research projects. Members learn data analysis, visualization, statistical modelling, and machine learning by taking a project through the entire data science life cycle.",
-  },
-  {
-    name: "Real-Time AI Trading Agent",
-    description:
-      "An end-to-end systems and machine learning project focused on building an autonomous trading pipeline. Team members work across data ingestion, feature engineering, time-series forecasting, and simulated trade execution.",
-  },
+interface Project {
+  name: string;
+  lead: string;
+  description: string;
+  tech: string[];
+}
+
+const projects: Project[] = [
   {
     name: "Deep Learning Playground",
+    lead: "Noah Iversen",
     description:
-      "An innovative learning venture focused on making the process of training machine learning and deep learning models understandable and accessible via a user-friendly web application.",
+      "Deep Learning Playground is an innovative learning venture focused on making the process of training machine learning and deep learning models understandable and accessible. At its core, our project involves creating a user-friendly web application that teaches people the ropes of effectively training these models. Whether you're a seasoned developer or just starting out, our project provides hands-on experience in the intersection of web development and data science.",
+    tech: [
+      "AWS",
+      "NextJs",
+      "Docker",
+      "React/Redux",
+      "TypeScript",
+      "Node.js",
+      "Python",
+      "PyTorch",
+      "pandas",
+      "NumPy",
+      "scikit-learn",
+      "Django",
+    ],
   },
   {
     name: "AI-Driven Investment Platform",
+    lead: "Aryan Hazra",
     description:
-      "Using AI to conversationally help investors reach investing goals. The tool adapts and changes strategies based on information provided by the client.",
+      "Using AI to conversationally help investors reach investing goals. The goal of this is to be a conversational tool that can adapt and change strategies based on information that the client provides, as opposed to a static input and output the way many robo investors do.",
+    tech: [
+      "Data Analytics",
+      "Machine Learning",
+      "Natural Language Processing",
+      "Python",
+    ],
   },
   {
     name: "Furnichanter",
+    lead: "Jane Ivanova",
     description:
-      "A project combining technology with interior design. Users can search for furniture through images, generate custom pieces from text, visualize furniture in their spaces, and explore 3D modeling.",
+      "Furnichanter is an innovative project that seamlessly combines technology with interior design. It aims to empower users with a unique experience by enabling them to effortlessly search for furniture through images, generate custom pieces from text descriptions using advanced AI models, visualize furniture within their own spaces, and even explore the possibility of creating intricate 3D models for a truly immersive design journey.",
+    tech: [
+      "Python",
+      "Machine Learning",
+      "Deep Learning",
+      "Natural Language Processing",
+      "3D Modeling Concepts",
+    ],
   },
   {
     name: "Kaggle CLEF",
+    lead: "Anthony Miyaguchi",
+    description:
+      "A seminar-styled introduction to data science competitions, including Kaggle and CLEF 2025. Members will read, present, and discuss research, write an exploratory data analysis (EDA), and compete in an internal competition for prizes. Focused on building machine learning systems on real-world problems.",
+    tech: [
+      "Python",
+      "Machine Learning",
+      "Data Science",
+      "Algorithmic Development",
+    ],
+  },
+  {
+    name: "Sports Analysis Project",
+    lead: "Casper Guo",
     description:
-      "A seminar-styled introduction to data science competitions, including Kaggle and CLEF 2025. Members read, present, discuss research, write exploratory data analyses, and compete internally.",
+      "The sports analysis project is a space for student to work on open-ended sports-related research projects. Members will learn data analysis and visualization, statistical modelling, and machine learning by taking a project through the entire data science life cycle. Cool things we have done include projecting NFL running back performances, building the perfect NBA roster, and exploiting odds differences across sport books.",
+    tech: [
+      "Python",
+      "Machine Learning",
+      "Data Science",
+      "Algorithmic Development",
+    ],
   },
 ];
 
@@ -80,16 +116,44 @@ const ProjectsPage: React.FC = () => {
           </Mini>
         </section>
 
-        <section className="max-w-6xl mx-auto grid grid-cols-1 md:grid-cols-2 gap-8">
+        <section className="max-w-7xl mx-auto grid grid-cols-1 md:grid-cols-2 gap-8">
           {projects.map((project, i) => (
             <div
               key={i}
-              className="bg-gray-800/70 p-6 rounded-3xl shadow-xl border border-gray-700 hover:bg-gray-700/80 transition-all duration-300 hover:-translate-y-1"
+              className="bg-gray-800/70 p-6 rounded-3xl shadow-xl border border-gray-700 hover:bg-gray-700/80 transition-all duration-300 flex flex-col h-full hover:-translate-y-1"
             >
-              <Major as="h3" compact className="text-white text-2xl mb-3">
-                {project.name}
-              </Major>
-              <Mini className="text-gray-300 leading-relaxed">{project.description}</Mini>
+              <div className="mb-4">
+                <Major as="h3" compact className="text-white text-2xl font-bold">
+                  {project.name}
+                </Major>
+              </div>
+
+              <div className="mb-4">
+                <Mini className="text-gray-300 leading-relaxed text-sm sm:text-base">
+                  {project.description}
+                </Mini>
+              </div>
+
+              <div className="mt-auto space-y-4">
+                {/* Tech Stack Tags */}
+                <div className="flex flex-wrap gap-2">
+                  {project.tech.map((tech, t) => (
+                    <span
+                      key={t}
+                      className="text-[10px] sm:text-xs bg-gray-900 text-gray-400 px-2 py-1 rounded border border-gray-700"
+                    >
+                      {tech}
+                    </span>
+                  ))}
+                </div>
+
+                {/* Lead Contact Info */}
+                <div className="pt-4 border-t border-gray-700 text-sm">
+                  <span className="text-gray-400">
+                    Lead: <span className="text-white font-medium">{project.lead}</span>
+                  </span>
+                </div>
+              </div>
             </div>
           ))}
         </section>
@@ -100,4 +164,4 @@ const ProjectsPage: React.FC = () => {
   );
 };
 
-export default ProjectsPage;
+export default ProjectsPage;
\ No newline at end of file
diff --git a/sites/mainweb/assets/images/logos/trading.png b/sites/mainweb/assets/images/logos/trading.png
new file mode 100644
index 0000000..9b7ac3a
Binary files /dev/null and b/sites/mainweb/assets/images/logos/trading.png differ
diff --git a/sites/mainweb/start.sh b/sites/mainweb/start.sh
index 3ea8d8c..4b628de 100644
--- a/sites/mainweb/start.sh
+++ b/sites/mainweb/start.sh
@@ -6,28 +6,24 @@ pnpm turbo build
 
 echo "Build complete."
 
-read -p "Do you want to deploy to Firebase Hosting now? (y/N): " DEPLOY_ANSWER
+echo "Automatically deploying to Firebase Hosting..."
 
-if [[ "$DEPLOY_ANSWER" =~ ^[Yy]$ ]]; then
-    echo "Deploying to Firebase Hosting..."
-
-    if ! command -v firebase &> /dev/null; then
-        echo "Firebase CLI not found. Installing..."
-        pnpm add -g firebase-tools
-    fi
-
-    if ! firebase login:list | grep -q "Logged in"; then
-        echo "Logging into Firebase..."
-        firebase login
-    fi
+# Check if firebase is installed
+if ! command -v firebase &> /dev/null; then
+    echo "Firebase CLI not found. Installing..."
+    pnpm add -g firebase-tools
+fi
 
-    firebase deploy --only hosting --project dsgt-website
-    echo "Deployment complete!"
-else
-    echo "Skipping Firebase deploy."
+# Check if logged in (interactive check)
+if ! firebase login:list | grep -q "Logged in"; then
+    echo "Logging into Firebase..."
+    firebase login
 fi
 
+# Deploy
+firebase deploy --only hosting --project dsgt-website
+echo "Deployment complete!"
+
 echo "Starting development server with pnpm run dev..."
 pnpm run dev
-n
-echo "Development server process has ended."
+echo "Development server process has ended."
\ No newline at end of file