diff --git a/_projects/GymMaster.md b/_projects/Gymmaster.md
similarity index 93%
rename from _projects/GymMaster.md
rename to _projects/Gymmaster.md
index 1b33d83..91c1fa5 100644
--- a/_projects/GymMaster.md
+++ b/_projects/Gymmaster.md
@@ -1,7 +1,8 @@
 ---
-Layout: Page
-Title: GymMaster
-Description: Project to gain a deep understanding of Reinforcement Learning (RL) by systematically exploring and solving various OpenAI Gym environments. 
+layout: page
+title: GymMaster
+description: Project to gain a deep understanding of Reinforcement Learning (RL) by systematically exploring and solving various OpenAI Gym environments.
+importance: 1
 ---
 
 | Project Domains                                           | Mentors     | Project Difficulty |
@@ -29,6 +30,7 @@ Comprehensive documentation and evaluation will enhance learning and provide ins
 - [OpenAI Gym Document](https://www.gymlibrary.dev/content/basic_usage/)
 - [Sutton and Barto](https://www.google.co.in/books/edition/Reinforcement_Learning_second_edition/uWV0DwAAQBAJ?hl=en&gbpv=1&printsec=frontcover)
 
+
 ### Mentor
 
 Aditya Vivekanand - avivekanand_b22@et.vjti.ac.in
diff --git a/_site/404.html b/_site/404.html
index 4a2cb19..a453ba1 100644
--- a/_site/404.html
+++ b/_site/404.html
@@ -86,6 +86,9 @@
               <li class="nav-item ">
                 <a class="nav-link" href="/projects/">Eklavya Projects</a>
               </li>
+              <li class="nav-item ">
+                <a class="nav-link" href="/tasks/">Tasks</a>
+              </li>
 
               <!-- Toogle theme mode -->
               <!-- <li class="toggle-container">
diff --git a/_site/assets/img/micromouse.gif b/_site/assets/img/micromouse.gif
new file mode 100644
index 0000000..5a39350
Binary files /dev/null and b/_site/assets/img/micromouse.gif differ
diff --git a/_site/feed.xml b/_site/feed.xml
index e00f00e..824e346 100644
--- a/_site/feed.xml
+++ b/_site/feed.xml
@@ -1,2 +1,2 @@
-<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" xml:lang="en"><generator uri="https://jekyllrb.com/" version="4.3.2">Jekyll</generator><link href="http://localhost:4000/feed.xml" rel="self" type="application/atom+xml" /><link href="http://localhost:4000/" rel="alternate" type="text/html" hreflang="en" /><updated>2024-05-13T20:28:30+05:30</updated><id>http://localhost:4000/feed.xml</id><title type="html">blank</title><subtitle>A simple, whitespace theme for academics. Based on [*folio](https://github.com/bogoli/-folio) design.
+<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" xml:lang="en"><generator uri="https://jekyllrb.com/" version="4.3.2">Jekyll</generator><link href="http://localhost:4000/feed.xml" rel="self" type="application/atom+xml" /><link href="http://localhost:4000/" rel="alternate" type="text/html" hreflang="en" /><updated>2024-06-12T16:55:25+05:30</updated><id>http://localhost:4000/feed.xml</id><title type="html">blank</title><subtitle>A simple, whitespace theme for academics. Based on [*folio](https://github.com/bogoli/-folio) design.
 </subtitle></feed>
\ No newline at end of file
diff --git a/_site/news/announcement_2/index.html b/_site/news/announcement_2/index.html
new file mode 100644
index 0000000..e4cc7e9
--- /dev/null
+++ b/_site/news/announcement_2/index.html
@@ -0,0 +1,271 @@
+<!DOCTYPE html>
+<html lang="en">
+
+  <!-- Head -->
+  <head>
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+    <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
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+    <title>Announcement_2 | Eklavya 2024  </title>
+    <meta name="author" content="Eklavya 2024  ">
+    <meta name="description" content="A simple, whitespace theme for academics. Based on [*folio](https://github.com/bogoli/-folio) design.
+">
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+    <script src="/assets/js/dark_mode.js"></script>
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+      </nav>
+
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+
+
+    <!-- Content -->
+    <div class="container mt-5">
+      
+        <!-- _layouts/post.html -->
+
+<div class="post">
+
+  <header class="post-header">
+    <h1 class="post-title">Announcement_2</h1>
+    <p class="post-meta">June 10, 2024</p>
+    <p class="post-tags">
+      <a href="/blog/2024"> <i class="fas fa-calendar fa-sm"></i> 2024 </a>
+
+    </p>
+  </header>
+
+  <article class="post-content">
+    
+    <div id="markdown-content">
+      <p><a href="tasks/">Tasks</a> are now live. Good luck to all participating teams!</p>
+
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+  </article>
+</div>
+
+      
+    </div>
+
+    <!-- Footer -->    <!-- 
+    <footer class="fixed-bottom">
+      <div class="container mt-0">
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+
+    <!-- Bootsrap & MDB scripts -->
+  <script src="https://cdn.jsdelivr.net/npm/bootstrap@4.6.1/dist/js/bootstrap.bundle.min.js" integrity="sha256-fgLAgv7fyCGopR/gBNq2iW3ZKIdqIcyshnUULC4vex8=" crossorigin="anonymous"></script>
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+
+    <!-- Masonry & imagesLoaded -->
+  <script defer src="https://cdn.jsdelivr.net/npm/masonry-layout@4.2.2/dist/masonry.pkgd.min.js" integrity="sha256-Nn1q/fx0H7SNLZMQ5Hw5JLaTRZp0yILA/FRexe19VdI=" crossorigin="anonymous"></script>
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+  <script defer src="/assets/js/zoom.js"></script>
+
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+
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+    window.MathJax = {
+      tex: {
+        tags: 'ams'
+      }
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+  </script>
+  <script defer type="text/javascript" id="MathJax-script" src="https://cdn.jsdelivr.net/npm/mathjax@3.2.0/es5/tex-mml-chtml.js"></script>
+  <script defer src="https://polyfill.io/v3/polyfill.min.js?features=es6"></script>
+
+    
+    
+
+<!-- Scrolling Progress Bar -->
+<script type="text/javascript">
+  /*
+   * This JavaScript code has been adapted from the article 
+   * https://css-tricks.com/reading-position-indicator/ authored by Pankaj Parashar, 
+   * published on the website https://css-tricks.com on the 7th of May, 2014.
+   * Couple of changes were made to the original code to make it compatible 
+   * with the `al-foio` theme.
+   */
+  const progressBar = $("#progress");
+  /*
+   * We set up the bar after all elements are done loading.
+   * In some cases, if the images in the page are larger than the intended
+   * size they'll have on the page, they'll be resized via CSS to accomodate
+   * the desired size. This mistake, however, breaks the computations as the
+   * scroll size is computed as soon as the elements finish loading.
+   * To account for this, a minimal delay was introduced before computing the
+   * values.
+   */
+  window.onload = function () {
+    setTimeout(progressBarSetup, 50);
+  };
+  /*
+   * We set up the bar according to the browser.
+   * If the browser supports the progress element we use that.
+   * Otherwise, we resize the bar thru CSS styling
+   */
+  function progressBarSetup() {
+    if ("max" in document.createElement("progress")) {
+      initializeProgressElement();
+      $(document).on("scroll", function() {
+        progressBar.attr({ value: getCurrentScrollPosition() });
+      });
+      $(window).on("resize", initializeProgressElement);
+    } else {
+      resizeProgressBar();
+      $(document).on("scroll", resizeProgressBar);
+      $(window).on("resize", resizeProgressBar);
+    }
+  }
+  /*
+   * The vertical scroll position is the same as the number of pixels that
+   * are hidden from view above the scrollable area. Thus, a value > 0 is
+   * how much the user has scrolled from the top
+   */
+  function getCurrentScrollPosition() {
+    return $(window).scrollTop();
+  }
+
+  function initializeProgressElement() {
+    let navbarHeight = $("#navbar").outerHeight(true);
+    $("body").css({ "padding-top": navbarHeight });
+    $("progress-container").css({ "padding-top": navbarHeight });
+    progressBar.css({ top: navbarHeight });
+    progressBar.attr({
+      max: getDistanceToScroll(),
+      value: getCurrentScrollPosition(),
+    });
+  }
+  /*
+   * The offset between the html document height and the browser viewport
+   * height will be greater than zero if vertical scroll is possible.
+   * This is the distance the user can scroll
+   */
+  function getDistanceToScroll() {
+    return $(document).height() - $(window).height();
+  }
+
+  function resizeProgressBar() {
+    progressBar.css({ width: getWidthPercentage() + "%" });
+  }
+  // The scroll ratio equals the percentage to resize the bar
+  function getWidthPercentage() {
+    return (getCurrentScrollPosition() / getDistanceToScroll()) * 100;
+  }
+</script>
+
+  </body>
+</html>
diff --git a/_site/projects/ApexCore/index.html b/_site/projects/ApexCore/index.html
index e42cedf..c507bc3 100644
--- a/_site/projects/ApexCore/index.html
+++ b/_site/projects/ApexCore/index.html
@@ -85,6 +85,9 @@
               <li class="nav-item ">
                 <a class="nav-link" href="/projects/">Eklavya Projects</a>
               </li>
+              <li class="nav-item ">
+                <a class="nav-link" href="/tasks/">Tasks</a>
+              </li>
 
               <!-- Toogle theme mode -->
               <!-- <li class="toggle-container">
diff --git a/_site/projects/conv_on_fpga/CONV_ON_FPGA.html b/_site/projects/Conv_on_FPGA/index.html
similarity index 93%
rename from _site/projects/conv_on_fpga/CONV_ON_FPGA.html
rename to _site/projects/Conv_on_FPGA/index.html
index 8bfae80..e35d636 100644
--- a/_site/projects/conv_on_fpga/CONV_ON_FPGA.html
+++ b/_site/projects/Conv_on_FPGA/index.html
@@ -10,9 +10,9 @@
     <meta charset="utf-8">
     <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
     <meta http-equiv="X-UA-Compatible" content="IE=edge">
-    <title>Concolutions on FPGA | Eklavya 2024  </title>
+    <title>CONVOLUTIONS ON FPGA | Eklavya 2024  </title>
     <meta name="author" content="Eklavya 2024  ">
-    <meta name="description" To perform convolution for NxN image and further applications on image processing on FGPA.">
+    <meta name="description" content="To perform convolution for NxN image and futher applications on image processing on FPGA">
     <meta name="keywords" content="jekyll, jekyll-theme, academic-website, portfolio-website">
 
 
@@ -38,7 +38,7 @@
     <link rel="shortcut icon" href="/assets/img/favicon.ico">
     
     <link rel="stylesheet" href="/assets/css/main.css">
-    <link rel="canonical" href="http://localhost:4000/projects/ApexCore/">
+    <link rel="canonical" href="http://localhost:4000/projects/Conv_on_FPGA/">
 
     <!-- Dark Mode -->
     
@@ -85,6 +85,9 @@
               <li class="nav-item ">
                 <a class="nav-link" href="/projects/">Eklavya Projects</a>
               </li>
+              <li class="nav-item ">
+                <a class="nav-link" href="/tasks/">Tasks</a>
+              </li>
 
               <!-- Toogle theme mode -->
               <!-- <li class="toggle-container">
@@ -114,8 +117,8 @@
         <div class="post table-borderless">
 
           <header class="post-header">
-            <h1 class="post-title">Convolition on FPGA</h1>
-            <p class="post-description">To perform convolution for NxN image and further applications on image processing on FGPA.</p>
+            <h1 class="post-title">CONVOLUTIONS ON FPGA</h1>
+            <p class="post-description">To perform convolution for NxN image and futher applications on image processing on FPGA</p>
           </header>
 
           <article>
@@ -131,7 +134,7 @@ <h1 class="post-title">Convolition on FPGA</h1>
     <tr>
       <td>Image processing , FPGA, Digital Design</td>
       <td>Abhinav Ananthu , Atharv Patil</td>
-      <td>Hard</td>
+      <td>Medium</td>
     </tr>
   </tbody>
 </table>
@@ -147,9 +150,8 @@ <h3 id="project-description">Project Description</h3>
 
 <h3 id="resources">Resources</h3>
 
-<p><a href="https://www.tutorialspoint.com/dip/concept_of_convolution.html" rel="external nofollow noopener" target="_blank">What is a Convolution</a><br>
-<a href="(https://www.youtube.com/watch?v=WY-F3knih7c" rel="external nofollow noopener" target="_blank">What is a FPGA?</a><br>
-
+<p><a href="https://www.youtube.com/watch?v=WY-F3knih7c" rel="external nofollow noopener" target="_blank">What is a FPGA </a><br>
+<a href="https://www.tutorialspoint.com/dip/concept_of_convolution.htm" rel="external nofollow noopener" target="_blank">What is a Convolution </a><br></p>
 
           </article>
 
diff --git a/_site/projects/EMG/index.html b/_site/projects/EMG/index.html
index 0dc3018..d3756e6 100644
--- a/_site/projects/EMG/index.html
+++ b/_site/projects/EMG/index.html
@@ -85,6 +85,9 @@
               <li class="nav-item ">
                 <a class="nav-link" href="/projects/">Eklavya Projects</a>
               </li>
+              <li class="nav-item ">
+                <a class="nav-link" href="/tasks/">Tasks</a>
+              </li>
 
               <!-- Toogle theme mode -->
               <!-- <li class="toggle-container">
diff --git a/_site/projects/GymMaster/GymMaster.html b/_site/projects/Gymmaster/index.html
similarity index 81%
rename from _site/projects/GymMaster/GymMaster.html
rename to _site/projects/Gymmaster/index.html
index 2dd0fce..a7024fe 100644
--- a/_site/projects/GymMaster/GymMaster.html
+++ b/_site/projects/Gymmaster/index.html
@@ -10,9 +10,9 @@
     <meta charset="utf-8">
     <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
     <meta http-equiv="X-UA-Compatible" content="IE=edge">
-    <title> GymMaster | Eklavya 2024  </title>
+    <title>GymMaster | Eklavya 2024  </title>
     <meta name="author" content="Eklavya 2024  ">
-    <meta name="description" GymMaster is a project to gain a deep understanding of reinforcement learning (RL) by systematically exploring and solving various OpenAI Gym environments. ">
+    <meta name="description" content="Project to gain a deep understanding of Reinforcement Learning (RL) by systematically exploring and solving various OpenAI Gym environments.">
     <meta name="keywords" content="jekyll, jekyll-theme, academic-website, portfolio-website">
 
 
@@ -38,7 +38,7 @@
     <link rel="shortcut icon" href="/assets/img/favicon.ico">
     
     <link rel="stylesheet" href="/assets/css/main.css">
-    <link rel="canonical" href="http://localhost:4000/projects/ApexCore/">
+    <link rel="canonical" href="http://localhost:4000/projects/Gymmaster/">
 
     <!-- Dark Mode -->
     
@@ -85,6 +85,9 @@
               <li class="nav-item ">
                 <a class="nav-link" href="/projects/">Eklavya Projects</a>
               </li>
+              <li class="nav-item ">
+                <a class="nav-link" href="/tasks/">Tasks</a>
+              </li>
 
               <!-- Toogle theme mode -->
               <!-- <li class="toggle-container">
@@ -114,8 +117,8 @@
         <div class="post table-borderless">
 
           <header class="post-header">
-            <h1 class="post-title"> GymMaster </h1>
-            <p class="post-description">GymMaster is a project to gain a deep understanding of reinforcement learning (RL) by systematically exploring and solving various OpenAI Gym environments. </p>
+            <h1 class="post-title">GymMaster</h1>
+            <p class="post-description">Project to gain a deep understanding of Reinforcement Learning (RL) by systematically exploring and solving various OpenAI Gym environments.</p>
           </header>
 
           <article>
@@ -129,9 +132,9 @@ <h1 class="post-title"> GymMaster </h1>
   </thead>
   <tbody>
     <tr>
-      <td>Reinforcement learning, OpenAI Gym, TenserFlow/ PyTorch, Machine Learning</td>
+      <td>Reinforcement learning, OpenAI Gym, TenserFlow/ PyTorch, ML basics</td>
       <td>Aditya Vivekanand</td>
-      <td>Medium - Hard</td>
+      <td>Medium to Hard</td>
     </tr>
   </tbody>
 </table>
@@ -140,22 +143,39 @@ <h1 class="post-title"> GymMaster </h1>
 
 <h3 id="project-description">Project Description</h3>
 
-<p>This project involves building a solid theoretical foundation in RL concepts, implementing key algorithms like Dynamic Programming, Monte Carlo Methods, and Policy Gradient Methods, and applying them to different tasks.
-  By experimenting with advanced techniques such as Double DQN and Actor-Critic methods, you will optimize agent performance and analyze results.
-  Comprehensive documentation and evaluation will enhance learning and provide insights for future applications, making this project a stepping stone to mastering RL.</p>
+<p>This project involves building a solid theoretical foundation in RL concepts, implementing key algorithms like Dynamic Programming, Monte Carlo Methods and Policy Gradient Methods, and applying them to different tasks.
+By experimenting with advanced techniques such as Double DQN and Actor-Critic methods, you will optimize agent performance and analyze results.
+Comprehensive documentation and evaluation will enhance learning and provide insights for future applications, making this project a stepping stone to mastering RL.</p>
 
-            
 <h3 id="pre-requisites">Pre-requisites</h3>
 
-<p><a href="https://www.youtube.com/watch?v=rfscVS0vtbw " rel="external nofollow noopener" target="_blank">Basic Python Programming</a><br>
-<a href="https://www.youtube.com/watch?v=JgvyzIkgxF0 " rel="external nofollow noopener" target="_blank">Reinforcement Learning Basics</a><br>
+<ul>
+  <li>
+    <p>Basic Python Programming -&gt; <a href="https://www.youtube.com/watch?v=rfscVS0vtbw" rel="external nofollow noopener" target="_blank">Python One-Shot by FreeCodeCamp</a></p>
+  </li>
+  <li>
+    <p>Conceptual understanding of Reinforcement Learning -&gt; <a href="https://www.youtube.com/watch?v=JgvyzIkgxF0" rel="external nofollow noopener" target="_blank">Playlist on basics of RL</a></p>
+  </li>
+</ul>
+
+<blockquote>
+  <p>It is recommended that candidates interested in this project go through the above resources. This will give you an advantage over others during interview for this project.</p>
+</blockquote>
+
+<h3 id="references">References</h3>
+
+<ul>
+  <li><a href="https://www.gymlibrary.dev/content/basic_usage/" rel="external nofollow noopener" target="_blank">OpenAI Gym Document</a></li>
+  <li><a href="https://www.google.co.in/books/edition/Reinforcement_Learning_second_edition/uWV0DwAAQBAJ?hl=en&amp;gbpv=1&amp;printsec=frontcover" rel="external nofollow noopener" target="_blank">Sutton and Barto</a></li>
+</ul>
 
-  
-<h3 id="resources">Resources</h3>
+<h3 id="mentor">Mentor</h3>
 
-<p><a href="https://www.gymlibrary.dev/content/basic_usage/ " rel="external nofollow noopener" target="_blank">OpenAI Gym Documentation</a><br>
-<a href="https://www.youtube.com/watch?v=WY-F3knih7c" rel="external nofollow noopener" target="_blank">Sutton and Barto- Book on Reinforcement Learning</a><br>
+<p>Aditya Vivekanand - avivekanand_b22@et.vjti.ac.in</p>
 
+<blockquote>
+  <p>If you have any doubts regarding this project or any difficulty in understanding the pre-requisites videos you reach out to the mentor.</p>
+</blockquote>
 
           </article>
 
diff --git a/_site/projects/GyroGlider/index.html b/_site/projects/GyroGlider/index.html
index e7011cf..91c4e48 100644
--- a/_site/projects/GyroGlider/index.html
+++ b/_site/projects/GyroGlider/index.html
@@ -85,6 +85,9 @@
               <li class="nav-item ">
                 <a class="nav-link" href="/projects/">Eklavya Projects</a>
               </li>
+              <li class="nav-item ">
+                <a class="nav-link" href="/tasks/">Tasks</a>
+              </li>
 
               <!-- Toogle theme mode -->
               <!-- <li class="toggle-container">
diff --git a/_site/projects/Micromouse/index.html b/_site/projects/Micromouse/index.html
index 11c4b84..1fe3354 100644
--- a/_site/projects/Micromouse/index.html
+++ b/_site/projects/Micromouse/index.html
@@ -85,6 +85,9 @@
               <li class="nav-item ">
                 <a class="nav-link" href="/projects/">Eklavya Projects</a>
               </li>
+              <li class="nav-item ">
+                <a class="nav-link" href="/tasks/">Tasks</a>
+              </li>
 
               <!-- Toogle theme mode -->
               <!-- <li class="toggle-container">
@@ -159,7 +162,6 @@ <h3 id="references">References</h3>
   <li><a href="https://youtu.be/GoJ-K7gniFI?si=XqS9p4tVykANKBLw" rel="external nofollow noopener" target="_blank">Implementation of floodfill algorithm on micromouse</a></li>
 </ul>
 
-
           </article>
 
         </div>
diff --git a/_site/projects/Titan-Quadruped/index.html b/_site/projects/Titan-Quadruped/index.html
index 7d11f2f..8e88b17 100644
--- a/_site/projects/Titan-Quadruped/index.html
+++ b/_site/projects/Titan-Quadruped/index.html
@@ -85,6 +85,9 @@
               <li class="nav-item ">
                 <a class="nav-link" href="/projects/">Eklavya Projects</a>
               </li>
+              <li class="nav-item ">
+                <a class="nav-link" href="/tasks/">Tasks</a>
+              </li>
 
               <!-- Toogle theme mode -->
               <!-- <li class="toggle-container">
diff --git a/_site/projects/ViT/index.html b/_site/projects/ViT/index.html
index 16ca0d4..5325834 100644
--- a/_site/projects/ViT/index.html
+++ b/_site/projects/ViT/index.html
@@ -1,6 +1,128 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN" "http://www.w3.org/TR/REC-html40/loose.dtd">
-<html><body>
-<table>
+<!DOCTYPE html>
+<html lang="en">
+
+  <!-- Head -->
+  <head>
+<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">    <!-- Metadata, OpenGraph and Schema.org -->
+    
+
+    <!-- Standard metadata -->
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
+    <meta http-equiv="X-UA-Compatible" content="IE=edge">
+    <title>Vision Transformers From Scratch | Eklavya 2024  </title>
+    <meta name="author" content="Eklavya 2024  ">
+    <meta name="description" content="Implementing a Vision Transformers Model From Scratch">
+    <meta name="keywords" content="jekyll, jekyll-theme, academic-website, portfolio-website">
+
+
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+    <link href="https://cdn.jsdelivr.net/npm/bootstrap@4.6.1/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha256-DF7Zhf293AJxJNTmh5zhoYYIMs2oXitRfBjY+9L//AY=" crossorigin="anonymous">
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/mdbootstrap@4.20.0/css/mdb.min.css" integrity="sha256-jpjYvU3G3N6nrrBwXJoVEYI/0zw8htfFnhT9ljN3JJw=" crossorigin="anonymous">
+
+    <!-- Bootstrap Table -->
+    <link defer rel="stylesheet" href="https://unpkg.com/bootstrap-table@1.21.4/dist/bootstrap-table.min.css">
+
+    <!-- Fonts & Icons -->
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@5.15.4/css/all.min.css" integrity="sha256-mUZM63G8m73Mcidfrv5E+Y61y7a12O5mW4ezU3bxqW4=" crossorigin="anonymous">
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/academicons@1.9.1/css/academicons.min.css" integrity="sha256-i1+4qU2G2860dGGIOJscdC30s9beBXjFfzjWLjBRsBg=" crossorigin="anonymous">
+    <link rel="stylesheet" type="text/css" href="https://fonts.googleapis.com/css?family=Roboto:300,400,500,700|Roboto+Slab:100,300,400,500,700|Material+Icons">
+
+    <!-- Code Syntax Highlighting -->
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/jwarby/jekyll-pygments-themes@master/github.css" media="" id="highlight_theme_light">
+
+    
+
+    <!-- Styles -->
+    
+    <link rel="shortcut icon" href="/assets/img/favicon.ico">
+    
+    <link rel="stylesheet" href="/assets/css/main.css">
+    <link rel="canonical" href="http://localhost:4000/projects/ViT/">
+
+    <!-- Dark Mode -->
+    
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/jwarby/jekyll-pygments-themes@master/native.css" media="none" id="highlight_theme_dark">
+
+    <script src="/assets/js/theme.js"></script>
+    <script src="/assets/js/dark_mode.js"></script>
+    
+
+  </head>
+
+  <!-- Body -->
+  <body class="fixed-top-nav ">
+
+    <!-- Header -->
+    <header>
+
+      <!-- Nav Bar -->
+      <nav id="navbar" class="navbar navbar-light navbar-expand-sm fixed-top">
+        <div class="container">
+          <a class="navbar-brand title font-weight-lighter" href="/"><!-- <span class="font-weight-bold">Eklavya 2024&nbsp;</span> -->
+                <img src="/assets/img/EKLAVYA_2024__6_-removebg-preview.png" alt="heading" style="width: 300px; height: 40px; object-fit: cover; object-position: 0% 45%"></a>
+          <!-- Navbar Toggle -->
+          <button class="navbar-toggler collapsed ml-auto" type="button" data-toggle="collapse" data-target="#navbarNav" aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation">
+            <span class="sr-only">Toggle navigation</span>
+            <span class="icon-bar top-bar"></span>
+            <span class="icon-bar middle-bar"></span>
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+              <!-- Other pages -->
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+                <a class="nav-link" href="/leaderboard/">Leaderboard</a>
+              </li>
+              <li class="nav-item ">
+                <a class="nav-link" href="/projects/">Eklavya Projects</a>
+              </li>
+              <li class="nav-item ">
+                <a class="nav-link" href="/tasks/">Tasks</a>
+              </li>
+
+              <!-- Toogle theme mode -->
+              <!-- <li class="toggle-container">
+                <button id="light-toggle" title="Change theme">
+                  <i class="fas fa-moon"></i>
+                  <i class="fas fa-sun"></i>
+                </button>
+              </li> -->
+            </ul>
+          </div>
+        </div>
+      </nav>
+
+      <!-- Scrolling Progress Bar -->
+      <progress id="progress" value="0">
+        <div class="progress-container">
+          <span class="progress-bar"></span>
+        </div>
+      </progress>
+    </header>
+
+
+    <!-- Content -->
+    <div class="container mt-5">
+      
+        <!-- page.html -->
+        <div class="post table-borderless">
+
+          <header class="post-header">
+            <h1 class="post-title">Vision Transformers From Scratch</h1>
+            <p class="post-description">Implementing a Vision Transformers Model From Scratch</p>
+          </header>
+
+          <article>
+            <table>
   <thead>
     <tr>
       <th>Project Domains</th>
@@ -10,7 +132,7 @@
   </thead>
   <tbody>
     <tr>
-      <td>Deep Learning, Transformers, CNNs, Python, Pytorch</td>
+      <td>Deep Learning, Transformers, CNNs, LSTMs, Python, Pytorch</td>
       <td>Aryan Nanda</td>
       <td>Hard</td>
     </tr>
@@ -21,23 +143,26 @@
 
 <h3 id="project-description">Project Description</h3>
 
-<p>An Image is Worth 16x16 Words. While the Transformer architecture has become the de-facto standard for natural language processing tasks, its use in computer vision remains limited. This project is an attempt to understand the transformer architecture and its use in CV applications. Initially, we will start with naive deep-learning models and then will do basics of Processing sequential data using RNNs, LSTMs and then will understand the workings of Vision Transformers and then will implement a model that can generate a descriptive caption for an image we provide it.      <br>
+<p>Transformers are state-of-the-art (SOTA) model architectures. GPT, BERT, T5, XLNet, and RoBERTa are all transformer-based models widely used in natural language processing tasks such as understanding, generation, and translation, setting benchmarks in various NLP applications.</p>
+
+<p>An Image is Worth 16x16 Words. While the Transformer architecture has become the de-facto standard for natural language processing tasks, its use in computer vision remains limited. This project is an attempt to understand the transformer architecture and its use in CV applications. Initially, we will start with naive deep-learning models and then will do basics of Processing sequential data using RNNs, LSTMs and then will understand the workings of Vision Transformers and then will implement a model that can generate a descriptive caption for an image we provide it.<br>
 This project will be very beneficial for those who want to do research in Transformer-based models in Open-source in upcoming years.</p>
 
 <h3 id="pre-requisites">Pre-requisites</h3>
 
 <ul>
   <li>
-    <p>Strong Python Programming -&gt; https://www.youtube.com/watch?v=rfscVS0vtbw</p>
+    <p>Strong Python Programming -&gt; <a href="https://www.youtube.com/watch?v=rfscVS0vtbw" rel="external nofollow noopener" target="_blank">Python One-Shot by FreeCodeCamp</a></p>
   </li>
   <li>
-    <p>Good conceptual understanding of Linear Algebra concepts -&gt; https://www.youtube.com/watchv=fNk_zzaMoSslist=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab</p>
+    <p>Good conceptual understanding of Linear Algebra concepts -&gt; <a href="https://www.youtube.com/watchv=fNk_zzaMoSslist=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab" rel="external nofollow noopener" target="_blank">Playlist on Concepts of LA by 3B1B</a></p>
   </li>
   <li>
-    <p>Good understanding of concepts taught in the Pixels workshop(Convolutions, playing with images etc.) -&gt; https://drive.google.com/drive/folders/1vyaM4vVJF-gTf_5movE73Ve3Pq_SUFSt</p>
+    <p>Good understanding of concepts taught in the Pixels workshop(Convolutions, playing with images etc.) -&gt; <a href="https://drive.google.com/drive/folders/1ORjQWokFKnQPQ5Y86R-Dhw2KLFC6BE61" rel="external nofollow noopener" target="_blank">Links of Pixels PPTs</a></p>
   </li>
   <li>
-    <p>Familiarity with neural networks -&gt; https://www.youtube.com/watch?v=aircAruvnKk&amp;list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi (Must Watch)</p>
+    <p>Familiarity with neural networks -&gt;
+<a href="https://www.youtube.com/watch?v=aircAruvnKk&amp;list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi" rel="external nofollow noopener" target="_blank">Short playlist on Neural Networks by 3B1B</a> (Must Watch)</p>
   </li>
 </ul>
 
@@ -53,9 +178,147 @@ <h3 id="references">References</h3>
 </ul>
 
 <h3 id="mentor">Mentor</h3>
+
 <p>Aryan Nanda - nandaaryan823@gmail.com</p>
 
 <blockquote>
   <p>If you have any doubts regarding this project or any difficulty in understanding the pre-requisites videos you reach out to the mentor.</p>
 </blockquote>
-</body></html>
+
+          </article>
+
+        </div>
+
+      
+    </div>
+
+    <!-- Footer -->    <!-- 
+    <footer class="fixed-bottom">
+      <div class="container mt-0">
+        &copy; Copyright 2024 Eklavya 2024  . Powered by <a href="https://jekyllrb.com/" target="_blank">Jekyll</a> with <a href="https://github.com/alshedivat/al-folio">al-folio</a> theme. Hosted by <a href="https://pages.github.com/" target="_blank">GitHub Pages</a>. Photos from <a href="https://unsplash.com" target="_blank">Unsplash</a>.
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+
+    <!-- Bootsrap & MDB scripts -->
+  <script src="https://cdn.jsdelivr.net/npm/bootstrap@4.6.1/dist/js/bootstrap.bundle.min.js" integrity="sha256-fgLAgv7fyCGopR/gBNq2iW3ZKIdqIcyshnUULC4vex8=" crossorigin="anonymous"></script>
+  <script src="https://cdn.jsdelivr.net/npm/mdbootstrap@4.20.0/js/mdb.min.js" integrity="sha256-NdbiivsvWt7VYCt6hYNT3h/th9vSTL4EDWeGs5SN3DA=" crossorigin="anonymous"></script>
+
+    <!-- Masonry & imagesLoaded -->
+  <script defer src="https://cdn.jsdelivr.net/npm/masonry-layout@4.2.2/dist/masonry.pkgd.min.js" integrity="sha256-Nn1q/fx0H7SNLZMQ5Hw5JLaTRZp0yILA/FRexe19VdI=" crossorigin="anonymous"></script>
+  <script defer src="https://cdn.jsdelivr.net/npm/imagesloaded@4/imagesloaded.pkgd.min.js"></script>
+  <script defer src="/assets/js/masonry.js" type="text/javascript"></script>
+    
+  <!-- Medium Zoom JS -->
+  <script defer src="https://cdn.jsdelivr.net/npm/medium-zoom@1.0.8/dist/medium-zoom.min.js" integrity="sha256-7PhEpEWEW0XXQ0k6kQrPKwuoIomz8R8IYyuU1Qew4P8=" crossorigin="anonymous"></script>
+  <script defer src="/assets/js/zoom.js"></script>
+
+  <!-- Bootstrap Table -->
+  <script defer src="https://unpkg.com/bootstrap-table@1.21.4/dist/bootstrap-table.min.js"></script>
+
+  <!-- Load Common JS -->
+  <script src="/assets/js/no_defer.js"></script>
+  <script defer src="/assets/js/common.js"></script>
+  <script defer src="/assets/js/copy_code.js" type="text/javascript"></script>
+
+    
+  <script async src="https://d1bxh8uas1mnw7.cloudfront.net/assets/embed.js"></script>
+  <script async src="https://badge.dimensions.ai/badge.js"></script>
+
+    <!-- MathJax -->
+  <script type="text/javascript">
+    window.MathJax = {
+      tex: {
+        tags: 'ams'
+      }
+    };
+  </script>
+  <script defer type="text/javascript" id="MathJax-script" src="https://cdn.jsdelivr.net/npm/mathjax@3.2.0/es5/tex-mml-chtml.js"></script>
+  <script defer src="https://polyfill.io/v3/polyfill.min.js?features=es6"></script>
+
+    
+    
+
+<!-- Scrolling Progress Bar -->
+<script type="text/javascript">
+  /*
+   * This JavaScript code has been adapted from the article 
+   * https://css-tricks.com/reading-position-indicator/ authored by Pankaj Parashar, 
+   * published on the website https://css-tricks.com on the 7th of May, 2014.
+   * Couple of changes were made to the original code to make it compatible 
+   * with the `al-foio` theme.
+   */
+  const progressBar = $("#progress");
+  /*
+   * We set up the bar after all elements are done loading.
+   * In some cases, if the images in the page are larger than the intended
+   * size they'll have on the page, they'll be resized via CSS to accomodate
+   * the desired size. This mistake, however, breaks the computations as the
+   * scroll size is computed as soon as the elements finish loading.
+   * To account for this, a minimal delay was introduced before computing the
+   * values.
+   */
+  window.onload = function () {
+    setTimeout(progressBarSetup, 50);
+  };
+  /*
+   * We set up the bar according to the browser.
+   * If the browser supports the progress element we use that.
+   * Otherwise, we resize the bar thru CSS styling
+   */
+  function progressBarSetup() {
+    if ("max" in document.createElement("progress")) {
+      initializeProgressElement();
+      $(document).on("scroll", function() {
+        progressBar.attr({ value: getCurrentScrollPosition() });
+      });
+      $(window).on("resize", initializeProgressElement);
+    } else {
+      resizeProgressBar();
+      $(document).on("scroll", resizeProgressBar);
+      $(window).on("resize", resizeProgressBar);
+    }
+  }
+  /*
+   * The vertical scroll position is the same as the number of pixels that
+   * are hidden from view above the scrollable area. Thus, a value > 0 is
+   * how much the user has scrolled from the top
+   */
+  function getCurrentScrollPosition() {
+    return $(window).scrollTop();
+  }
+
+  function initializeProgressElement() {
+    let navbarHeight = $("#navbar").outerHeight(true);
+    $("body").css({ "padding-top": navbarHeight });
+    $("progress-container").css({ "padding-top": navbarHeight });
+    progressBar.css({ top: navbarHeight });
+    progressBar.attr({
+      max: getDistanceToScroll(),
+      value: getCurrentScrollPosition(),
+    });
+  }
+  /*
+   * The offset between the html document height and the browser viewport
+   * height will be greater than zero if vertical scroll is possible.
+   * This is the distance the user can scroll
+   */
+  function getDistanceToScroll() {
+    return $(document).height() - $(window).height();
+  }
+
+  function resizeProgressBar() {
+    progressBar.css({ width: getWidthPercentage() + "%" });
+  }
+  // The scroll ratio equals the percentage to resize the bar
+  function getWidthPercentage() {
+    return (getCurrentScrollPosition() / getDistanceToScroll()) * 100;
+  }
+</script>
+
+  </body>
+</html>
diff --git a/_site/projects/Video_Card_FPGA/index.html b/_site/projects/Video_Card_FPGA/index.html
index 21fabfe..2879012 100644
--- a/_site/projects/Video_Card_FPGA/index.html
+++ b/_site/projects/Video_Card_FPGA/index.html
@@ -85,6 +85,9 @@
               <li class="nav-item ">
                 <a class="nav-link" href="/projects/">Eklavya Projects</a>
               </li>
+              <li class="nav-item ">
+                <a class="nav-link" href="/tasks/">Tasks</a>
+              </li>
 
               <!-- Toogle theme mode -->
               <!-- <li class="toggle-container">
diff --git a/_site/projects/VoiceVideo-Manipulator/index.html b/_site/projects/VoiceVideo-Manipulator/index.html
index b498153..69ae4af 100644
--- a/_site/projects/VoiceVideo-Manipulator/index.html
+++ b/_site/projects/VoiceVideo-Manipulator/index.html
@@ -10,9 +10,9 @@
     <meta charset="utf-8">
     <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
     <meta http-equiv="X-UA-Compatible" content="IE=edge">
-    <title>VoiceVideo-Manipulator| Eklavya 2024  </title>
+    <title>VoiceVideo-Manipulator | Eklavya 2024  </title>
     <meta name="author" content="Eklavya 2024  ">
-    <meta name="description" content="The project aims to develop a robotic manipulator system equipped with both video input capabilities and speech recognition for accepting spoken commands. ">
+    <meta name="description" content="The project aims to develop a robotic manipulator system equipped with both video input capabilities and speech recognition for accepting spoken commands. This system will enable users to control the robotic manipulator intuitively through verbal instructions and visual feedback.">
     <meta name="keywords" content="jekyll, jekyll-theme, academic-website, portfolio-website">
 
 
@@ -38,7 +38,7 @@
     <link rel="shortcut icon" href="/assets/img/favicon.ico">
     
     <link rel="stylesheet" href="/assets/css/main.css">
-    <link rel="canonical" href="http://localhost:4000/projects/Voice_Video_Manipulator/">
+    <link rel="canonical" href="http://localhost:4000/projects/VoiceVideo-Manipulator/">
 
     <!-- Dark Mode -->
     
@@ -85,6 +85,9 @@
               <li class="nav-item ">
                 <a class="nav-link" href="/projects/">Eklavya Projects</a>
               </li>
+              <li class="nav-item ">
+                <a class="nav-link" href="/tasks/">Tasks</a>
+              </li>
 
               <!-- Toogle theme mode -->
               <!-- <li class="toggle-container">
@@ -115,7 +118,7 @@
 
           <header class="post-header">
             <h1 class="post-title">VoiceVideo-Manipulator</h1>
-            <p class="post-description">The project aims to develop a robotic manipulator system equipped with both video input capabilities and speech recognition for accepting spoken commands. </p>
+            <p class="post-description">The project aims to develop a robotic manipulator system equipped with both video input capabilities and speech recognition for accepting spoken commands. This system will enable users to control the robotic manipulator intuitively through verbal instructions and visual feedback.</p>
           </header>
 
           <article>
@@ -129,7 +132,7 @@ <h1 class="post-title">VoiceVideo-Manipulator</h1>
   </thead>
   <tbody>
     <tr>
-      <td>Robotics,ROS2,C++,Inverse Kinematics,Image processing </td>
+      <td>Robotics,ROS2,C++,Inverse Kinematics,Image processing</td>
       <td>Atharv Dubey,Mihir Gore</td>
       <td>Hard</td>
     </tr>
@@ -139,16 +142,15 @@ <h1 class="post-title">VoiceVideo-Manipulator</h1>
 <p><br></p>
 
 <h3 id="project-description">Project Description</h3>
+<p>In today’s industrial and domestic settings, automation plays a crucial role in enhancing efficiency and productivity. One area where automation can greatly benefit is in the handling of objects, particularly in scenarios where repetitive pick-and-place tasks are involved. This project aims to develop a robotic manipulator system capable of recognizing objects from a video input and executing pick-and-place tasks based on spoken commands.
+<br>
+ We will be designing and developing the Intelligent Video Manipulator with Voice Commands, an innovative system that seamlessly integrates video processing and speech recognition technologies. Our goal is to enable users to interact with and manipulate video content using spoken commands. To achieve this, we will create a robust video input system capable of capturing and processing real-time video from various sources. We will implement an advanced speech recognition module to ensure accurate command interpretation and enable the system to perform specific video manipulation tasks based on these commands. Additionally,We will design an intuitive user interface that provides real-time feedback and controls, ensuring high performance and minimal latency to deliver a smooth and responsive user experience.</p>
 
-<p>In today's industrial and domestic settings, automation plays a crucial role in enhancing efficiency and productivity. One area where automation can greatly benefit is in the handling of objects, particularly in scenarios where repetitive pick-and-place tasks are involved. This project aims to develop a robotic manipulator system capable of recognizing objects from a video input and executing pick-and-place tasks based on spoken commands.</p>
-
-<p>
-    We will be designing and developing the Intelligent Video Manipulator with Voice Commands, an innovative system that seamlessly integrates video processing and speech recognition technologies. Our goal is to enable users to interact with and manipulate video content using spoken commands. To achieve this, we will create a robust video input system capable of capturing and processing real-time video from various sources. We will implement an advanced speech recognition module to ensure accurate command interpretation and enable the system to perform specific video manipulation tasks based on these commands. Additionally,We will design an intuitive user interface that provides real-time feedback and controls, ensuring high performance and minimal latency to deliver a smooth and responsive user experience.</p>
+<p><img src="https://hackmd.io/_uploads/SJs7ejMS0.gif" alt="3D-Printed-Robotic-Arm-Using-Computer-Vision-for-Pick-Place-Tasks"></p>
 
 <h3 id="resources">Resources</h3>
-
-<p><a href="https://www.youtube.com/watch?app=desktop&v=7y1d8E0-BJw" rel="external nofollow noopener" target="_blank">Outcome of the project :)</a><br>
-<a href="https://medium.com/@nullbyte.in/ros2-from-the-ground-up-part-1-an-introduction-to-the-robot-operating-system-4c2065c5e032" rel="external nofollow noopener" target="_blank">Intro To ROS2</a><br></p>
+<p><a href="https://www.youtube.com/watch?app=desktop&amp;v=7y1d8E0-BJw" rel="external nofollow noopener" target="_blank">Outcome of the project :)</a> <br> 
+<a href="https://medium.com/@nullbyte.in/ros2-from-the-ground-up-part-1-an-introduction-to-the-robot-operating-system-4c2065c5e032" rel="external nofollow noopener" target="_blank">Intro to ROS2</a> <br></p>
 
           </article>
 
diff --git a/_site/projects/index.html b/_site/projects/index.html
index 9cf4fa2..a27626c 100644
--- a/_site/projects/index.html
+++ b/_site/projects/index.html
@@ -85,6 +85,9 @@
               <li class="nav-item active">
                 <a class="nav-link" href="/projects/">Eklavya Projects<span class="sr-only">(current)</span></a>
               </li>
+              <li class="nav-item ">
+                <a class="nav-link" href="/tasks/">Tasks</a>
+              </li>
 
               <!-- Toogle theme mode -->
               <!-- <li class="toggle-container">
@@ -141,11 +144,11 @@ <h2 class="card-title text-wrap">ApexCore a RISC-V based CPU</h2>
 <!-- _includes/projects.html -->
 <div class="grid-sizer"></div>
 <div class="grid-item">
-  <a href="/projects/EMG/">
+  <a href="/projects/Conv_on_FPGA/">
       <div class="card hoverable">
         <div class="card-body">
-          <h2 class="card-title text-wrap">EMG-Armband</h2>
-          <p class="card-text">Design a EMG Armband with Esp-32 and implement ML model on it to detect Hand Movements</p>
+          <h2 class="card-title text-wrap">CONVOLUTIONS ON FPGA</h2>
+          <p class="card-text">To perform convolution for NxN image and futher applications on image processing on FPGA</p>
           <div class="row ml-1 mr-1 p-0">
           </div>
         </div>
@@ -155,11 +158,11 @@ <h2 class="card-title text-wrap">EMG-Armband</h2>
 <!-- _includes/projects.html -->
 <div class="grid-sizer"></div>
 <div class="grid-item">
-  <a href="/projects/GyroGlider/">
+  <a href="/projects/EMG/">
       <div class="card hoverable">
         <div class="card-body">
-          <h2 class="card-title text-wrap">GyroGlider</h2>
-          <p class="card-text">Implementing Self Balancing on SRA's latest morphable bot-EvoBorne in a semi-drone mode.</p>
+          <h2 class="card-title text-wrap">EMG-Armband</h2>
+          <p class="card-text">Design a EMG Armband with Esp-32 and implement ML model on it to detect Hand Movements</p>
           <div class="row ml-1 mr-1 p-0">
           </div>
         </div>
@@ -169,11 +172,11 @@ <h2 class="card-title text-wrap">GyroGlider</h2>
 <!-- _includes/projects.html -->
 <div class="grid-sizer"></div>
 <div class="grid-item">
-  <a href="/projects/Micromouse/">
+  <a href="/projects/Gymmaster/">
       <div class="card hoverable">
         <div class="card-body">
-          <h2 class="card-title text-wrap">Micromouse</h2>
-          <p class="card-text">Design a micromouse PCB from scratch and implement maze floodfill algorithms on it!</p>
+          <h2 class="card-title text-wrap">GymMaster</h2>
+          <p class="card-text">Project to gain a deep understanding of Reinforcement Learning (RL) by systematically exploring and solving various OpenAI Gym environments.</p>
           <div class="row ml-1 mr-1 p-0">
           </div>
         </div>
@@ -183,11 +186,11 @@ <h2 class="card-title text-wrap">Micromouse</h2>
 <!-- _includes/projects.html -->
 <div class="grid-sizer"></div>
 <div class="grid-item">
-  <a href="/projects/Titan-Quadruped/">
+  <a href="/projects/GyroGlider/">
       <div class="card hoverable">
         <div class="card-body">
-          <h2 class="card-title text-wrap">Titan-Quadruped</h2>
-          <p class="card-text">Making VJTI's first Quadruped from scratch</p>
+          <h2 class="card-title text-wrap">GyroGlider</h2>
+          <p class="card-text">Implementing Self Balancing on SRA's latest morphable bot-EvoBorne in a semi-drone mode.</p>
           <div class="row ml-1 mr-1 p-0">
           </div>
         </div>
@@ -197,11 +200,11 @@ <h2 class="card-title text-wrap">Titan-Quadruped</h2>
 <!-- _includes/projects.html -->
 <div class="grid-sizer"></div>
 <div class="grid-item">
-  <a href="/projects/ViT/">
+  <a href="/projects/Micromouse/">
       <div class="card hoverable">
         <div class="card-body">
-          <h2 class="card-title text-wrap">Vision Transformers From Scratch</h2>
-          <p class="card-text">Implementing a Vision Transformers Model From Scratch</p>
+          <h2 class="card-title text-wrap">Micromouse</h2>
+          <p class="card-text">Design a micromouse PCB from scratch and implement maze floodfill algorithms on it!</p>
           <div class="row ml-1 mr-1 p-0">
           </div>
         </div>
@@ -211,53 +214,53 @@ <h2 class="card-title text-wrap">Vision Transformers From Scratch</h2>
 <!-- _includes/projects.html -->
 <div class="grid-sizer"></div>
 <div class="grid-item">
-  <a href="/projects/Video_Card_FPGA/">
+  <a href="/projects/Titan-Quadruped/">
       <div class="card hoverable">
         <div class="card-body">
-          <h2 class="card-title text-wrap">Video Card on FPGA</h2>
-          <p class="card-text">Design a video card used in computers on a FPGA</p>
+          <h2 class="card-title text-wrap">Titan-Quadruped</h2>
+          <p class="card-text">Making VJTI's first Quadruped from scratch</p>
           <div class="row ml-1 mr-1 p-0">
           </div>
         </div>
       </div>
     </a>
-</div> 
+</div>
 <!-- _includes/projects.html -->
 <div class="grid-sizer"></div>
 <div class="grid-item">
-  <a href="/projects/VoiceVideo-Manipulator/">
+  <a href="/projects/ViT/">
       <div class="card hoverable">
         <div class="card-body">
-          <h2 class="card-title text-wrap">VoiceVideo-Manipulator</h2>
-          <p class="card-text">The project aims to develop a robotic manipulator system equipped with both video input capabilities and speech recognition for accepting spoken commands.</p>
+          <h2 class="card-title text-wrap">Vision Transformers From Scratch</h2>
+          <p class="card-text">Implementing a Vision Transformers Model From Scratch</p>
           <div class="row ml-1 mr-1 p-0">
           </div>
         </div>
       </div>
     </a>
 </div>
-  <!-- _includes/projects.html -->
+<!-- _includes/projects.html -->
 <div class="grid-sizer"></div>
 <div class="grid-item">
-  <a href="/projects/conv_on_fpga/">
+  <a href="/projects/Video_Card_FPGA/">
       <div class="card hoverable">
         <div class="card-body">
-          <h2 class="card-title text-wrap">convolutions on FPGA</h2>
-          <p class="card-text">To perform convolution for NxN image and futher applications on image processing on FPGA</p>
+          <h2 class="card-title text-wrap">Video Card on FPGA</h2>
+          <p class="card-text">Design a video card used in computers on a FPGA</p>
           <div class="row ml-1 mr-1 p-0">
           </div>
         </div>
       </div>
     </a>
 </div>
-  <!-- _includes/projects.html -->
+<!-- _includes/projects.html -->
 <div class="grid-sizer"></div>
 <div class="grid-item">
-  <a href="/projects/GymMaster/">
+  <a href="/projects/VoiceVideo-Manipulator/">
       <div class="card hoverable">
         <div class="card-body">
-          <h2 class="card-title text-wrap">Reinforcement Learning</h2>
-          <p class="card-text">To understand and explore Reinforcement LEarning through OpenAI Gym's environments.</p>
+          <h2 class="card-title text-wrap">VoiceVideo-Manipulator</h2>
+          <p class="card-text">The project aims to develop a robotic manipulator system equipped with both video input capabilities and speech recognition for accepting spoken commands. This system will enable users to control the robotic manipulator intuitively through verbal instructions and visual feedback.</p>
           <div class="row ml-1 mr-1 p-0">
           </div>
         </div>
diff --git a/_site/sitemap.xml b/_site/sitemap.xml
index 51a3f26..bb43469 100644
--- a/_site/sitemap.xml
+++ b/_site/sitemap.xml
@@ -5,6 +5,66 @@
 <lastmod>2024-05-14T00:00:00+05:30</lastmod>
 </url>
 <url>
+<loc>http://localhost:4000/news/announcement_2/</loc>
+<lastmod>2024-06-10T00:00:00+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/projects/ApexCore/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/projects/Conv_on_FPGA/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/projects/EMG/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/projects/Gymmaster/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/projects/GyroGlider/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/projects/Micromouse/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/projects/Titan-Quadruped/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/projects/ViT/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/projects/Video_Card_FPGA/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/projects/VoiceVideo-Manipulator/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/tasks/task1/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/tasks/task2/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/tasks/task3/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
+<loc>http://localhost:4000/tasks/task4/</loc>
+<lastmod>2024-06-12T16:55:25+05:30</lastmod>
+</url>
+<url>
 <loc>http://localhost:4000/</loc>
 </url>
 <url>
@@ -25,4 +85,7 @@
 <url>
 <loc>http://localhost:4000/tasks/task4_2</loc>
 </url>
+<url>
+<loc>http://localhost:4000/tasks/</loc>
+</url>
 </urlset>
diff --git a/_site/tasks/task1/index.html b/_site/tasks/task1/index.html
index 92cf817..8fc714e 100644
--- a/_site/tasks/task1/index.html
+++ b/_site/tasks/task1/index.html
@@ -174,7 +174,7 @@ <h2 id="description">Description</h2>
 </code></pre></div></div>
 
 <ul>
-  <li>1, 2, 3, 4, 5 are the positions of the 4 line sensors and the 5th is for the IR sensor.</li>
+  <li>1, 2, 3, 4, 5 are the positions of the 5 line sensors and the 6th is for the IR sensor.</li>
   <li>The line sensors detect the lines on the maze while the IR sensor detects mines on it.</li>
 </ul>
 
