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<!DOCTYPE HTML>
<!--
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<html>
<head>
<title>Hongling Lei</title>
<meta charset="utf-8" />
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<a href="index.html" class="logo"><strong>Welcome</strong> to my website:)</a>
<ul class="icons">
<li><a href="https://www.linkedin.com/in/hongling-lei-225a7515a/" class="icon brands fa-linkedin"><span class="label">LinkedIn</span></a></li>
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<header>
<h1>Hi, I’m Hongling!</h1>
</header>
<p>I have been working as a Data Science Associate at JPMorganChase in New York City since early 2023, shortly after earning my Master's degree with highest distinction from Carnegie Mellon University.</p>
<p>My multidisciplinary background in data science and finance, combined with my education in China, the UK, Singapore, and the US, uniquely positions me to collaborate effectively with teams from diverse cultural and professional backgrounds.</p>
<p>Outside of work, I enjoy traveling, hiking, reading, drawing, and playing chess.</p>
<ul class="actions">
<li><a href="https://github.com/HonglingLei/honglinglei.github.io/blob/master/resume_HonglingLei.pdf" class="button big">Resume</a></li>
<li><a href="https://github.com/HonglingLei" class="button big">GitHub</a></li>
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<h2>Projects</h2>
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<article>
<a href="https://github.com/HonglingLei/Unsupervised-Speech-Recognition/blob/main/11685_HW5_final_report_JingLi_HonglingLei.pdf" class="image"><img src="images/Siri.jpg" alt="" /></a>
<h3>Unsupervised Speech Recognition</h3>
<p>I implemented unsupervised speech-to-text transformation with the wav2vec-U algorithm, enabling speech recognition for low-resource languages without sufficient training labels.</p>
<ul class="actions">
<li><a href="https://github.com/HonglingLei/Unsupervised-Speech-Recognition/blob/main/11685_HW5_final_report_JingLi_HonglingLei.pdf" class="button">More</a></li>
</ul>
</article>
<article>
<a href="https://github.com/HonglingLei/Lucas-Kanade-Tracking/blob/main/README.md" class="image"><img src="images/lucas-kanade.jpg" alt="" /></a>
<h3>Lucas-Kanade Tracking</h3>
<p>I developed real-time automated object tracking applications for both template matching and motion detection, using the Lucas-Kanade algorithm with template drifting correction.</p>
<ul class="actions">
<li><a href="https://github.com/HonglingLei/Lucas-Kanade-Tracking/blob/main/README.md" class="button">More</a></li>
</ul>
</article>
<article>
<a href="https://github.com/HonglingLei/Augmented-Reality-with-Planar-Homographies/blob/main/README.md" class="image"><img src="images/AR.jpg" alt="" /></a>
<h3>Augmented Reality with Planar Homographies</h3>
<p>I conducted real-time image and video AR projections through interest point matching and homography estimation. I also made a panorama generation program that stitches photos together.</p>
<ul class="actions">
<li><a href="https://github.com/HonglingLei/Augmented-Reality-with-Planar-Homographies/blob/main/README.md" class="button">More</a></li>
</ul>
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<article>
<a href="https://github.com/HonglingLei/3D-Object-Reconstruction-Based-on-2D-Images/blob/main/README.md" class="image"><img src="images/3d.jpg" alt="" /></a>
<h3>3D Object Reconstruction Based on 2D Images</h3>
<p>I reconstructed 3D objects from stereoscopic image pairs by computing the essential matrix, fundamental matrix, and triangulation using the eight-point algorithm.</p>
<ul class="actions">
<li><a href="https://github.com/HonglingLei/3D-Object-Reconstruction-Based-on-2D-Images/blob/main/README.md" class="button">More</a></li>
</ul>
</article>
<article>
<a href="https://github.com/HonglingLei/Angry-Projectiles" class="image"><img src="images/projectile.jpg" alt="" /></a>
<h3>Angry Projectiles</h3>
<p>Luis, Andy and I developed a simplified throwing game with different environments and modes. It can simulate the launch, study the motion, and animate the trajectory of projectiles.</p>
<ul class="actions">
<li><a href="https://github.com/HonglingLei/Angry-Projectiles" class="button">More</a></li>
</ul>
</article>
<article>
<a href="https://github.com/HonglingLei/Grocery-Master" class="image"><img src="images/supermarket.jpg" alt="" /></a>
<h3>Grocery Master</h3>
<p>We developed a Python program that allows users to search for a good, returns available options at nearby grocery stores, and compares their nutritional information through web-scraping.</p>
<ul class="actions">
<li><a href="https://github.com/HonglingLei/Grocery-Master" class="button">More</a></li>
</ul>
</article>
<article>
<a href="https://github.com/HonglingLei/Shiny-App-Development" class="image"><img src="images/investment-shiny-app.jpg" alt="" /></a>
<h3>Shiny App Development</h3>
<p>I made a user-interactive web app with 3 investment modes, which can forecast cumulative returns and graph the growing trends given user input.</p>
<ul class="actions">
<li><a href="https://github.com/HonglingLei/Shiny-App-Development" class="button">More</a></li>
</ul>
</article>
<article>
<a href="https://github.com/HonglingLei/R-Package-Construction" class="image"><img src="images/statistics.jpg" alt="" /></a>
<h3>R Package "binomial"</h3>
<p>I created an R package that tests the validity of inputs, calculates the probability based on given parameters, graphs the distribution and displays a summary of skewness, kurtosis, etc.</p>
<ul class="actions">
<li><a href="https://github.com/HonglingLei/R-Package-Construction" class="button">More</a></li>
</ul>
</article>
<article>
<a href="https://github.com/HonglingLei/NBA-Performance-Analysis" class="image"><img src="images/nba.jpg" alt="" /></a>
<h3>NBA Performance Analysis</h3>
<p>I constructed shot charts, calculated the 2-pointer, 3- pointer and overall effective shooting rate, and derived the most suitable positions for five players, respectively.</p>
<ul class="actions">
<li><a href="https://github.com/HonglingLei/NBA-Performance-Analysis" class="button">More</a></li>
</ul>
</article>
<article>
<a href="https://github.com/HonglingLei/HackerRank-SQL" class="image"><img src="images/sql.jpg" alt="" /></a>
<h3>HackerRank SQL</h3>
<p>I solved 56 SQL problems available on HackerRank and organized my solutions to each problem with their difficulty levels and tags.</p>
<ul class="actions">
<li><a href="https://github.com/HonglingLei/HackerRank-SQL" class="button">More</a></li>
</ul>
</article>
</div>
</section>
</div>
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<input type="text" name="query" id="query" placeholder="Search" />
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<h2>Menu</h2>
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<li><a button onclick="GoToIntroduction();">About Me</a></li>
<li><a button onclick="GoToProjects();">Projects</a></li>
<li><a href="professional_experience.html">Professional Experience</a></li>
<li><a href="art_portfolio.html">Art Portfolio</a></li>
<li><a href="additional_info.html">Additional Info</a></li>
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<p>If you would like to discuss my projects or job opportunities, please email me and I will be happy to chat.</p>
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