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@@ -38,7 +38,7 @@ <h2>Inquisitive Mind and Data Discoveries:<br />
 						<p>Beyond data analysis, I find balance and joy in a variety of interests. I love singing, reading awesome books and mangas, and immersing myself in anime. I also love exploring new destinations and I'm always on the lookout for the next exciting journey, budget permitting!</p>
 						<p>In the future, I want to learn more about statistical analysis and machine learning. I want to leverage these powerful tools to extract more meaningful insights from data.</p>
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-							<li><a href="https://drive.google.com/file/d/1--oXm1wsvE81kFjN_OwrgP03peqjwfRL/view?usp=sharing" class="button">Qualifications at a Glance</a></li>
+							<li><a href="https://drive.google.com/file/d/1H5rsLtPq7Qjpvq8aiZMtcNzxFchruDII/view?usp=sharing" class="button">Qualifications at a Glance</a></li>
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@@ -52,7 +52,7 @@ <h3>Analysis of Earthquake Occurrences in the Philippines</h3>
 								<p>Analyzing seismic trends in the Philippines utilizing Python and a web scraper Google Chrome extension to extract data from PHIVOLCS Latest Earthquake Information. This is a capstone project of the Data Scientist pathway for Project Sparta PH.</p>
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-								<a href="https://docs.google.com/presentation/d/1Jt0sCPL8Rsj4bpHhuD7m8IWB3Nggqgvt/edit?usp=drive_link&ouid=113791757943763308114&rtpof=true&sd=true" target="_blank" class="image fit thumb"><img src="images/thumbs/spotify.png" alt="" /></a>
+								<a href="https://docs.google.com/presentation/d/1Jt0sCPL8Rsj4bpHhuD7m8IWB3Nggqgvt/edit?usp=sharing&ouid=113791757943763308114&rtpof=true&sd=true" target="_blank" class="image fit thumb"><img src="images/thumbs/spotify.png" alt="" /></a>
 								<h3>Cultural Shapeshifters: Analyzing Music Preference Changes and the Influence of K-Pop in the Philippine Music Scene</h3>
 								<p>Investigating the evolution of music preferences and the impact of K-Pop on local genres using Excel to analyze the Philippines' top 200 streamed songs on Spotify from 2017 to the present. This is a case study for FTW Data Science Scholarship application.</p>
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@@ -456,4 +456,4 @@ <h5>Left &amp; Right</h5>
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