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    <lastmod>2025-12-27</lastmod>
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      <image:title>Blog - Noise Impairs Intent Perception: My Poster at Psychonomics 2025 - Make it stand out</image:title>
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    <loc>https://www.ryanpili.com/blog/psychonomics-2024-audio-visual-intent-perception</loc>
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      <image:title>Blog - Audio-Visual Intent Perception: My Poster at Psychonomics 2024 - Make it stand out</image:title>
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    <loc>https://www.ryanpili.com/blog/league-match-prediction</loc>
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      <image:title>Blog - Predicting League of Legends Winner from 30 mins of Gameplay. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Predicting League of Legends Winner from 30 mins of Gameplay. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Predicting League of Legends Winner from 30 mins of Gameplay. - Make it stand out</image:title>
      <image:caption>Figure: Displaying a few rows of the Blue team predictor variables before cleaning.</image:caption>
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    <image:image>
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      <image:title>Blog - Predicting League of Legends Winner from 30 mins of Gameplay. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Blog - Predicting League of Legends Winner from 30 mins of Gameplay. - Make it stand out</image:title>
      <image:caption>Figure: The top of the in-game scoreboard displays player kills, tower kills, and dragon kills for each team. From /u/ar414-com</image:caption>
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      <image:title>Blog - Predicting League of Legends Winner from 30 mins of Gameplay. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Blog - Predicting League of Legends Winner from 30 mins of Gameplay. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Blog - Predicting League of Legends Winner from 30 mins of Gameplay. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Blog - Predicting League of Legends Winner from 30 mins of Gameplay. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Blog - Predicting League of Legends Winner from 30 mins of Gameplay. - Make it stand out</image:title>
      <image:caption>Figure: The odds-ratios with 95% confidence intervals for all objectives, for the Red team to win the game. Points above the red line represent an increase in odds for Red team to win the game when the objective count increases, and points below the red line represent a decrease in odds for the Blue team to win the game when the objective count increases.</image:caption>
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  <url>
    <loc>https://www.ryanpili.com/about</loc>
    <changefreq>daily</changefreq>
    <priority>1.0</priority>
    <lastmod>2025-11-19</lastmod>
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      <image:title>About - Welcome! I’m Ryan.</image:title>
      <image:caption>I recently completed my PhD in Cognitive Psychology at UC Santa Cruz, working under Prof. Alan Kawamoto in the Computational &amp; Experimental Cognition Lab. My research focuses on how visual speech cues, such as facial expressions and gestures, shape real-world communication. I study how visual speech cues are produced during speech, how visual speech cues might improve (or impair!) speech perception, and how visual cues help listeners understand speech in noisy or distracting settings. In addition to my academic research, I am passionate about applying quantitative methods to address human-centered problems. I enjoy exploring research methods, data science, and machine learning solutions through personal projects and challenges. Please check out my blog to read about my work. I am currently seeking opportunities in user experience, data science, and applied perception where I can leverage behavioral research and quantitative methods to inform strategy and design. Thank you for reading, and nice to meet you!</image:caption>
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  <url>
    <loc>https://www.ryanpili.com/contact</loc>
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    <priority>0.75</priority>
    <lastmod>2023-09-21</lastmod>
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      <image:title>Contact - Contact me!</image:title>
      <image:caption>rpili@ucsc.edu LinkedIn Github Computational &amp; Experimental Cognition Lab (CECLAB)</image:caption>
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