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index.html
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<!DOCTYPE HTML>
<html>
<head>
<title>Hong Lu</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
<script src="https://kit.fontawesome.com/611903c984.js" crossorigin="anonymous"></script>
<noscript><link rel="stylesheet" href="assets/css/noscript.css" /></noscript>
</head>
<body class="is-preload">
<!-- Page Wrapper -->
<div id="page-wrapper">
<!-- Header -->
<header id="header" class="alt">
<h1><a href="index.html">Hong Lu</a></h1>
</header>
<!-- Banner -->
<section id="banner">
<div class="inner">
<h2>Hong Lu</h2>
<p> <i class="fa-solid fa-magnifying-glass-chart"></i> Data Scientist Skilled in Python, SQL and Deep Learning <a href="https://www.linkedin.com/in/hong-lu-60829b97/">@Hong Lu</a></p>
</div>
</section>
<!-- Wrapper -->
<section id="wrapper">
<!-- Zero -->
<section id="zero" class="wrapper alt spotlight style1">
<div class="inner">
<a href="#" class="image"><img src="images/rag.png" alt="" /></a>
<div class="content">
<h2 class="major">Graph RAG</h2>
<p>A Retrieval-Augmented Generation (RAG) system was developed for a consulting firm, leveraging its blog content as the primary knowledge base.</p>
<a href="https://github.com/EmmaHLU/GraphRag" class="special">View Project</a>
</div>
</div>
</section>
<!-- One -->
<section id="one" class="wrapper spotlight style2">
<div class="inner">
<a href="#" class="image"><img src="images/rey.jpg" alt="" /></a>
<div class="content">
<h2 class="major">Prediction of Rey–Osterrieth Complex Figure (ROCF) Test Score</h2>
<p>This project is to support professionals in the decision-making process of scoring the ROCF test. To achieve this, a simulation program was implemented to generate synthetic images and DenseNet was trained both on the large synthetic images and a much smaller set of hand-drawn figures. </p>
<a href="https://github.com/EmmaHLU/reyscoring" class="special">View Project</a>
</div>
</div>
</section>
<!-- Two -->
<section id="two" class="wrapper alt spotlight style3">
<div class="inner">
<a href="#" class="image"><img src="images/Smart chatbots.png" alt="" /></a>
<div class="content">
<h2 class="major">AI Therapy</h2>
<p>The objective of this project is to support people in need with therapeutic talk, anywhere, any time. To achieve this, the Google Flan-T5 base model was fine-tuned with 10K counselling conversations, obtained from Kaggle and HuggingFace.</p>
<a href="https://github.com/EmmaHLU/AITherapy" class="special">View Project</a>
</div>
</div>
</section>
<!-- Three -->
<section id="three" class="wrapper spotlight style4">
<div class="inner">
<a href="#" class="image"><img src="images/otto.png" alt="" /></a>
<div class="content">
<h2 class="major">E-Commerce User Behavior Prediction</h2>
<p>The objective of this project is to predict the user's next <em> N </em> actions on a very large set of products, i.e., (Click, Add to cart, or Order of Product <em>M</em>). To accomplish this, a transformer encoder architecture was utilized to perform the time series sequence-to-sequence prediction and the recommender was trained based on a large-scale real-world dataset known as OTTO sourced from Kaggle.</p>
<a href="https://github.com/EmmaHLU/otto-recommender" class="special">View Project</a>
</div>
</div>
</section>
<!-- Four -->
<section id="four" class="wrapper alt spotlight style5">
<div class="inner">
<a href="#" class="image"><img src="images/sentiment.jpeg" alt="" /></a>
<div class="content">
<h2 class="major">Sentiment Analysis</h2>
<p>This project aims to delve into people's sentiments regarding the use of AI for therapy. Sentiment analysis was conducted on posts and comments from Reddit-Chatgpt, spanning from November 2022 to July 2023. </p>
<a href="https://github.com/EmmaHLU/SentimentAnalysis" class="special">View Project</a>
</div>
</div>
</section>
<!-- Five -->
<section id="five" class="wrapper spotlight style6">
<div class="inner">
<a href="#" class="image"><img src="images/Exchangerate.png" alt="" /></a>
<div class="content">
<h2 class="major">Exchange Rate Forecasting</h2>
<p>The objective of this project is to predict the exchange rates between Norway and the US for the next 15 days. LSTM and DLinear are utilized for this time series forecasting task.</p>
<a href="https://github.com/EmmaHLU/ExchangeRateForecasting" class="special">View Project</a>
</div>
</div>
</section>
<!-- Six -->
<section id="six" class="wrapper alt spotlight style1">
<div class="inner">
<a href="#" class="image"><img src="images/autism.png" alt="" /></a>
<div class="content">
<h2 class="major">Autism Detection</h2>
<p>The objective of this project is to detect autism in children using their facial images. To achieve this, transfer learning techniques were employed, specifically leveraging a vision transformer called ViT, developed by Google. The model was fine-tuned using a dataset of 2.5K facial images of children, obtained from Kaggle.</p>
<a href="https://github.com/EmmaHLU/AutismDetect" class="special">View Project</a>
</div>
</div>
</section>
<!-- Seven -->
<section id="seven" class="wrapper spotlight style2">
<div class="inner">
<a href="#" class="image"><img src="images/transcript.png" alt="" /></a>
<div class="content">
<h2 class="major">Transcript Transformation</h2>
<p>The ultimate goal of this project is to transform grades in the Chinese grading scale into those in the Norwegian grading scale.</p>
<a href="https://github.com/EmmaHLU/TranscriptAnalysis" class="special">View Project</a>
</div>
</div>
</section>
</section>
<!-- Footer -->
<section id="footer">
<div class="inner">
<h2 class="major">Get in touch</h2>
<ul class="contact">
<li class="icon solid fa-envelope"><a href="mailto: [email protected]">[email protected]</a></li>
<li class="icon brands fa-linkedin-in"><a href="https://www.linkedin.com/in/hong-lu-60829b97/">linkedin.com/hong lu</a></li>
<li class="icon brands fa-github"><a href="https://github.com/EmmaHLU">github.com/EmmaHLU</a></li>
<li class="icon brands fa-facebook-f"><a href="https://www.facebook.com/profile.php?id=100008502284575">facebook.com/honglu</a></li> </ul>
</div>
</section>
</div>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/jquery.scrollex.min.js"></script>
<script src="assets/js/browser.min.js"></script>
<script src="assets/js/breakpoints.min.js"></script>
<script src="assets/js/util.js"></script>
<script src="assets/js/main.js"></script>
</body>
</html>