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@@ -29,13 +29,13 @@
                     I am advised by <a href="https://inspirehep.net/authors/1430978" target="_blank" rel="noopener noreferrer">Prof. Baoyi Chen</a> and participated in several particle physics research utilizing deep learning. I have a long-standing enthusiasm for the fields of Aerodynamics and Fluid Mechanics, and conducted several interdisciplinary data-driven research projects in Computational Fluid Dynamics, Quantum Physics, and applications of Machine Learning.
                   </p>
                   <p>
-                    Also, I won 2 silver medals and 1 bronze medal in 2021 Kaggle competitions and awarded as <a href="https://www.kaggle.com/stevezhengshiqi" target="_blank" rel="noopener noreferrer"><strong>Competitions Expert</strong></a>.
+                    Also, I won 2 silver medals and 1 bronze medal in 2021 Kaggle competitions and awarded as <a href="https://kaggle.com/stevezhengshiqi" target="_blank" rel="noopener noreferrer"><strong>Competitions Expert</strong></a>.
                   </p>
                   <p style="text-align: center;">
                     <a href="mailto:shiqi_zheng@brown.edu">Email</a> &nbsp;/&nbsp;
                     <a href="data/SqZheng-CV.pdf" target="_blank" rel="noopener noreferrer">CV</a> &nbsp;/&nbsp;
                     <a href="https://scholar.google.com/citations?user=4QG1Nc8AAAAJ&hl=en" target="_blank" rel="noopener noreferrer">Google Scholar</a> &nbsp;/&nbsp;
-                    <a href="https://www.linkedin.com/in/zhengshiqi" target="_blank" rel="noopener noreferrer">LinkedIn</a> &nbsp;/&nbsp;
+                    <a href="https://linkedin.com/in/zhengshiqi" target="_blank" rel="noopener noreferrer">LinkedIn</a> &nbsp;/&nbsp;
                     <a href="https://github.com/stevezhengshiqi" target="_blank" rel="noopener noreferrer">Github</a>
                   </p>
                 </td>
@@ -182,7 +182,7 @@ <h2>Research</h2>
                   <img src="images/hapann.png" alt="Heart Attack Prediction with Artificial Neural Network Research Image" width="250">
                 </td>
                 <td style="padding: 30px; width: 75%; vertical-align: middle; padding-top: 0;">
-                <a href="http://www.clausiuspress.com/conference/article/artId/5683.html" target="_blank" rel="noopener noreferrer">
+                <a href="http://clausiuspress.com/conference/article/artId/5683.html" target="_blank" rel="noopener noreferrer">
                   <span class="papertitle">Heart Attack Prediction with Artificial Neural Network</span>
                 </a>
                 <br>
@@ -190,7 +190,7 @@ <h2>Research</h2>
                 <br>
                 <em>Clausius Scientific Press</em>
                 <br>
-                <a href="http://www.clausiuspress.com/conferences/AEASR/FBB%202020/FBB2020010.pdf" target="_blank" rel="noopener noreferrer">pdf</a>
+                <a href="http://clausiuspress.com/conferences/AEASR/FBB%202020/FBB2020010.pdf" target="_blank" rel="noopener noreferrer">pdf</a>
                 <p></p>
                 <p>
                 I encoded patients' health-related features, designed and trained 3-layer ANN, and reached 87% accuracy to help predict the probability for patients to get heart attacks.
@@ -214,19 +214,19 @@ <h2>Education</h2>
               <tr>
                 <td style="padding: 20px; width: 25%; vertical-align: middle;"><img width="177" alt="Brown Image" src="images/brown.png"></td>
                 <td style="width: 75%; vertical-align: middle;">
-                  <p><a href="https://www.brown.edu" target="_blank" rel="noopener noreferrer">Brown University</a>, M.S. in Data-Enabled Computational Engineering and Science, 2023 - Present</p>
+                  <p><a href="https://brown.edu" target="_blank" rel="noopener noreferrer">Brown University</a>, M.S. in Data-Enabled Computational Engineering and Science, 2023 - Present</p>
                 </td>
               </tr>
               <tr>
                 <td style="padding: 20px; width: 25%; vertical-align: middle;"><img width="177" alt="UNC-Chapel Hill Image" src="images/unc.png"></td>
                 <td style="width: 75%; vertical-align: middle;">
-                  <p><a href="https://www.unc.edu" target="_blank" rel="noopener noreferrer">UNC-Chapel Hill</a>, B.S. in Computer Science and Physics, 2021 - 2023</p>
+                  <p><a href="https://unc.edu" target="_blank" rel="noopener noreferrer">UNC-Chapel Hill</a>, B.S. in Computer Science and Physics, 2021 - 2023</p>
                 </td>
               </tr>
               <tr>
                 <td style="padding: 20px; width: 25%; vertical-align: middle;"><img width="177" alt = "UF Image" src="images/uf.png"></td>
                 <td style="width: 75%; vertical-align: middle;">
-                  <p><a href="https://www.ufl.edu" target="_blank" rel="noopener noreferrer">University of Florida</a>, Transfer Out, B.S. in Computer Science, 2019 - 2021</p>
+                  <p><a href="https://ufl.edu" target="_blank" rel="noopener noreferrer">University of Florida</a>, Transfer Out, B.S. in Computer Science, 2019 - 2021</p>
                 </td>
               </tr>
             </tbody>
@@ -246,7 +246,7 @@ <h2>Experiences</h2>
               <tr>
                 <td style="padding: 20px; width: 25%; vertical-align: middle;"><img width="100" alt= "BSE Image" src="images/bse.png"></td>
                 <td style="padding: 20px; width: 75%; vertical-align: middle;">
-                  <p><a href="https://www.facebook.com/browncubesat" target="_blank" rel="noopener noreferrer">Brown Space Engineering</a>, System Engineer on Attitude Determination and Control System (ADCS), 2023 - Present</p>
+                  <p><a href="https://facebook.com/browncubesat" target="_blank" rel="noopener noreferrer">Brown Space Engineering</a>, System Engineer on Attitude Determination and Control System (ADCS), 2023 - Present</p>
                 </td>
               </tr>
               <tr>
@@ -277,7 +277,7 @@ <h2>Awards</h2>
             <tbody>
               <tr>
                 <td style="padding: 20px; width: 100%; vertical-align: middle;">
-                  <p><a href="https://www.kaggle.com/stevezhengshiqi" target="_blank" rel="noopener noreferrer">Kaggle Competition Expert</a> - 2 silver medals and 1 bronze medal</p>
+                  <p><a href="https://kaggle.com/stevezhengshiqi" target="_blank" rel="noopener noreferrer">Kaggle Competition Expert</a> - 2 silver medals and 1 bronze medal</p>
                   <p>University of North Carolina at Chapel Hill Dean's List (<a href="https://registrar.unc.edu/reports/deans-list-degree-recipient-list/spring-2023-deans-list/" target="_blank" rel="noopener noreferrer">2023</a>)</p>
                   <p>University of Florida Dean's List (2019 & 2020)</p>
                 </td>