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---
layout: default
title: About
---
<div class="card-container">
<div class="card">
<img src="assets/images/presenting.png" alt="MIT PRIMES presenting" class="card-image">
<div class="card-content">
<h3 class="card-title">MIT PRIMES 2022-2023</h3>
<p class="card-description">
individual and group research at Harvard Medical School's Biomedical Cybernetics Lab, mentored by Dr. Gil Alterovitz
</p>
<p>projects:</p>
<ul>
<li><a href="https://www.authorea.com/users/676040/articles/673744-mmps-as-biomarkers-of-oral-squamous-cell-carcinoma-biomarker-identification-of-oral-squamous-cell-carcinoma-through-transcriptomic-expression-analysis">individual research on oral cancer biomarkers</a></li>
<li><a href="https://math.mit.edu/research/highschool/primes/conference/conf-2023.html#:~:text=Stephanie%20Wan%2C%20Biomarker%20Identification%20of%20Oral%20Squamous%20Cell%20Carcinoma%20through%20Transcriptomic%20Expression%20Analysis%20(mentors%20Prof.%20Gil%20Alterovitz%20and%20Ning%20Xie%2C%20Harvard%20Medical%20School)%20(slides)">see slides on PRIMES website</a></li>
</ul>
</div>
</div>
<div class="card">
<img src="assets/images/primes2.png" alt="MIT PRIMES presenting" class="card-image">
<div class="card-content">
<h3 class="card-title">MIT PRIMES 2023-2025</h3>
<p class="card-description">
individual and group research at Harvard Medical School's Biomedical Cybernetics Lab, mentored by Dr. Gil Alterovitz
</p>
<p>projects:</p>
<ul>
<li>team lead on group research project of generative AI applications to healthcare & personalized gene risk information through a conversational web app</li>
<li>individual research on <a href="https://same-writer-detector.streamlit.app/"> authorship verification with AI</a> fine-tuning, explainable AI, awarded Trelis AI Grant</li>
<li><a href="https://github.com/swan-07/authorship-verification">code on github</a></li>
<li><a href="https://docs.google.com/presentation/d/1zG6BA4hjz4E12kYroUOce2GK8M6MuL8UAWxcHkyKqaw/edit?usp=sharing">slides</a></li>
<li><a href="assets/Transparent Authorship Verification.pdf">paper</a></li>
</ul>
</div>
</div>
<div class="card">
<img src="assets/images/aixheart.png" alt="AIxHEART" class="card-image">
<div class="card-content">
<h3 class="card-title">Other research</h3>
<p class="card-description">
Metascience research under Dr. Ganesh Mani at CMU </p>
<p>Organized and hosted <a href="https://www.aixheart.org/aik12">Workshop on The Role of Data and AI in Health, Wealth and Wisdom: A K-12 perspective</a> at IEEE AIxHEART 2024</p>
<p>Research into AI's effect on English classrooms as part of the Lexington Student Research and Publication Committeee - paper accepted for publication in The Qualitative Report</p>
<a href="doi.org/10.46743/2160-3715/2025.7324">DOI:10.46743/2160-3715/2025.7324</a>
</div>
</div>
<br></br>
</div>