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@@ -132,7 +132,7 @@ <h1 style="text-align: center;">Alliot Nagle</h1>
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                     <p><i><b>Hello!</b></i> I am a second-year PhD student in the ECE department at UT Austin, and I am advised by <a class="links" title="Visit Hyeji Kim's faculty webpage" target="_blank" href="https://www.ece.utexas.edu/people/faculty/hyeji-kim">Prof. Hyeji Kim</a>. During my years as an undergraduate and master's student in the ECE department at UW-Madison, I was advised by <a class="links" title="Visit Dimitris' personal wesbite" target="_blank" href="http://papail.io">Prof. Dimitris Papailiopoulos</a>.</p>
-                    <p>Broadly speaking, my research interests are within mahcine learning and information theory. More specifically, I am interested in LLMs, representation learning, and methods for efficient training and inference.</p>
+                    <p>Broadly speaking, my research interests are within machine learning and information theory. More specifically, I am interested in LLMs, representation learning, and methods for efficient training and inference.</p>
                     <p>I have many interests and I hold an appreciation for culture-rich music. My interests and hobbies include weight training, nutrition, reading, running, biking, and playing drum set. I enjoy listening to and learning about music of the African diaspora, namely the music of Cuba and Brazil.</p>
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