ameliachu.github.io/index.html at master · ameliachu/ameliachu.github.io · GitHub

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    <meta name="description" content="A human with a passion for open-ed, large datasets, and beautiful visualisations.">
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    <title>Amelia N Chu - Data Scientist - Humans. Data. Design.</title>

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          <h2>Amelia N Chu</h2>
          <p>A <a href="https://en.wikipedia.org/wiki/Human">human</a> with a passion for open-ed, large datasets, and beautiful visualisations.</p>
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          <p> <em>Hello there!</em><br> <em>I am a data scientist at <a href="https://www.paramount.com/">Paramount</a>, focusing on creating accessible advanced advertising technologies. Concurrently, I recently graduated with masters degree at NYU’s <a href="https://cds.nyu.edu/">Center for Data Science</a> (CDS). Prior to that, I received a BS in Applied Psychology, also at <a href="https://www.nyu.edu">New York University</a>.</em></p>

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            <h4 class="card-title">Correlation Analysis between Stock Prices and User Behavior on r/WallStreetBets</h4>
            <h6 class="card-subtitle mb-2 text-muted">May 2023</h6>
            <p class="card-text"> Use correlation analysis to determine if comment activity in the months following the January 2021 Gamestop activity, appear to influence the stock prices of memestocks or the overall market in any way.</p>
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            <h4 class="card-title"><a href="https://arxiv.org/abs/2401.04575">Web-Scale Image-Text Dataset for Visual Concept Understanding</a></h4>
            <h6 class="card-subtitle mb-2 text-muted">December 2022</h6>
            <p class="card-text">Evaluated potential applications of a new e-commerce bi-modal dataset with Stable Diffusion (SD) and fidelity metrics.</p>
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            <h4 class="card-title">Topic Modelling with GME Megathreads on r/WallStreetBets</h4>
            <h6 class="card-subtitle mb-2 text-muted">May 2021</h6>
            <p class="card-text">Searching for participant clusters as mentioned in <a href="https://www.youtube.com/watch?v=wgYZk9Mc804">this video</a> with Reddit submission comments. </p>
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          <h4 class="card-title">Analysis of Buzzfeed Video Views</h4>
          <h6 class="card-subtitle mb-2 text-muted">December 2019</h6>
          <p class="card-text">101 Project. Used various sci-kit models to assess relationship between topics/tags and video views.<br><em>Collaborators: <a href="https://github.com/CoraJung">Cora (Hyun) Jung</a> & <a href="https://www.linkedin.com/in/dee-hahm-42ab5831/">Dee Hahm</s> </em> </p>
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            <h4 class="card-title"><a href="/projects/realtime_bike/ts-realtime.html">ARIMA Model from Citi Bike Station Status</a></h4>
            <h6 class="card-subtitle mb-2 text-muted">May 2018</h6>
            <p class="card-text">ARIMA model created for my Forecasting Timeseries class from Citi Bike Station Status data.</p>
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            <h4 class="card-title"><a href="/projects/avatar_project/index.html">Character Affinity Map</a></h4>
            <h6 class="card-subtitle mb-2 text-muted">May 2017</h6>
            <p class="card-text">Created a force directed graph using webscraped scripts. Proximity between nodes determined by frequency of uttering another character's name.</p>
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            <h4 class="card-title">Excercises in R for NYCAASC Marketing</h4>
            <h6 class="card-subtitle mb-2 text-muted">December 2016</h6>
            <p class="card-text">Lead marketing committee through research process: collecting survey data on website, and performing analysis in R.</p>
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            <h4 class="card-title">Demographic Factors and Proficient Reading Language Arts Scores in the United States</h4>
            <h6 class="card-subtitle mb-2 text-muted">December 2015</h6>
            <p class="card-text">Final Project for my Introduction to Programming and Data Science. Used Python (MatPlotLib, Seaborn, StatsModels, Pandas) and SQL. </p>

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              <h4 class="card-title">Academic Achievement, Digital Activism and Twitter</h4>
              <h6 class="card-subtitle mb-2 text-muted">December 2014</h6>
              <p class="card-text">My final project for Research Methods II, examining the relationship between Academic Achievement, Digital Activism, and moderation by Twitter account possession. I ran a t-test, bivariate correlation and multiple regression analysis.</p>

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              <h4 class="card-title">NYU IRHC 30th Anniversary Campaign</h4>
              <h6 class="card-subtitle mb-2 text-muted">January 2015</h6>
              <p class="card-text">Marketing Campaign and Design Materials for the Inter-Residence Hall Council.</p>
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