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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="description" content="portfolio website index page">
<meta name="author" content="Yucheng Zhu">
<title>Yucheng Zhu</title>
<link rel="apple-touch-icon" sizes="180x180" href="assets/favicon_io/apple-touch-icon.png">
<link rel="icon" type="image/png" sizes="32x32" href="assets/favicon_io/favicon-32x32.png">
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<link rel="stylesheet" type="text/css" href="//fonts.googleapis.com/css?family=Open+Sans">
</head>
<body id="page-top" class="index">
<!-- Navigation -->
<nav class="navbar navbar-default navbar-fixed-top">
<div class="container">
<!-- Brand and toggle get grouped for better mobile display -->
<div class="navbar-header page-scroll">
<button type="button" class="navbar-toggle" data-toggle="collapse" data-target="#bs-example-navbar-collapse-1">
<span class="sr-only">Toggle navigation</span>
<span class="icon-bar"></span>
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</button>
<a class="navbar-brand page-scroll" href="#page-top" onclick="remove(this)">Yucheng Zhu</a>
</div>
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<div class="navbar-collapse" id="bs-example-navbar-collapse-1">
<ul class="nav navbar-nav navbar-right">
<li class="hidden active">
<a href="#page-top"></a>
</li>
<li class="">
<a class="page-scroll" href="#papers" onclick="changeColor(this)">Research</a>
</li>
<li class="">
<a class="page-scroll" href="#portfolio" onclick="changeColor(this)">Projects</a>
</li>
<li>
<a href="templates/pet.html" id="nav-pet" onclick="changeColor(this)">Simba</a>
</li>
<li class="">
<a class="page-scroll" href="#journey" onclick="changeColor(this)">Journey</a>
</li>
<li class="">
<a class="page-scroll" href="#contact" onclick="changeColor(this)">Contact</a>
</li>
<li>
<a class="page-scroll" href="assets/images/yucheng%27s%20resume.pdf" target="_blank" onclick="changeColor(this)">CV</a>
</li>
</ul>
</div>
<!-- /.navbar-collapse -->
</div>
<!-- /.container-fluid -->
</nav>
<!-- Header -->
<div class="container">
<div class="row">
<div class="intro-text">
<div class="col-lg-2 col-md-2 col-sm-2 col-xs-2"></div>
<div class="col-lg-8 col-md-8 col-sm-8 col-xs-8" style="margin-left: 15px;">
<br>
<br>
<br>
<br>
<br>
<br>
<br>
<br>
<br>
<br>
<br>
<img class="img-responsive img-centered" src="assets/images/profile.jpeg" alt="profile">
<br>
<br>
<br>
<p style="font-size : 16px" class="text-left"> Hi, I'm Yù(昱)chéng(澄). I spent three unforgettable years at University College London studying <a href="https://www.ucl.ac.uk/prospective-students/undergraduate/degrees/psychology-and-language-sciences-bsc" target="_blank"><b>Psychology and Language Sciences</b></a>.
Now I'm pursuing <a href="https://www.cis.upenn.edu/graduate/program-offerings/master-of-computer-and-information-technology/" target="_blank"><b>Computer and Information Technology</b></a>
at the University of Pennsylvania. In the future, I hope to integrate knowledge from both fields. Using computational neuroscience, machine learning, and human-computer interaction methods, I aim to help diagnose or treat individuals with neurological disorders, stimulate and unlock the potential of healthy brains, and become a robotic psychotherapist.<br><br>
I also want to share the place on Earth that holds the most magical allure for me: Alaska. There, I truly feel “alive” on this planet, as if I can see her more clearly in her raw, planetary essence. Amidst vast stretches of untamed wilderness, beneath glaciers, and deep within forests, I sense complex rules simplified. I feel born small, born with awe.<br><br>
In my free time, I enjoy dancing, horseback riding, and fencing 💃🐎🤺. I also love connecting with a city, so I often explore its streets on foot.<br><br>
</p>
</div>
</div>
</div>
</div>
<!-- Portfolio Grid Section -->
<section id="papers">
<div class="container">
<div class="row">
<div class="col-lg-12 text-center">
<h2 class="section-heading">Upcoming Research</h2>
<h3 class="section-subheading text-muted"> </h3>
</div>
</div>
<div class="row text-center">
<h3> Project Descriptions </h3>
</div>
<br><br>
<div class="row text-center">
<div class="col-lg-12 text-center">
<p style="font-size : 16px; color : #800020" class="text-left h4"> A Multimodal Assistive Agent for Individuals with Parkinson's Disease Utilising Virtual Environments and Gait Analysis </p>
<p class="text-left"> By creating a virtual interactive environment incorporating emulated daily activities,
the data of people with PD can be collected and used to train a multimodal model for 3D mapping.
The aim is to embed this model in a mobile application, which can provide users with activity support
and medication reminders.
</p>
</div>
</div>
<br>
<div class="row">
<div class="col-lg-12 text-center">
<p style="font-size : 16px; color : #800020" class="text-left h4"> Imagination Boosters: Generalised EEG Signal Patterns Extracted by Applying Diffusion Modelling during Human Video Viewing </p>
<p class="text-left"> Rather than trying to define imagination, this project regards various images
people associated with watching a video as different types of imagination. Once the imagination-generated images
have been identified through diffusion modelling, the neural signals at that time can be trained
to predict patterns of neural activity that induce high levels of imagination. Overall, the study
aims to develop a wearable device that stimulates imagination by triggering relevant neural activities.<br><br>
DreamDiffusion’s performance in distinguishing between highly similar objects (e.g., clouds and marshmallows)
will largely affect the accuracy of the experimental judgement of whether imagination has occurred.
</p>
</div>
</div>
<br>
<div class="row">
<div class="col-lg-12 text-center">
<p style="font-size : 16px; color : #800020" class="text-left h4"> A Chatbot for Early Diagnosis of Different Types of Dementia </p>
<p class="text-left"> Traditional language models typically regard gaps and redundancies in linguistic material
as distractions to be disregarded. However, these anomalous words and phrases play a crucial role
in diagnosing various types of dementia. The goal of this study is to craft a model for the early diagnosis
of dementia by integrating abnormal language features. The envisioned presentation format is a chatbot.
</p>
</div>
</div>
<br>
</div>
</section>
<!-- Portfolio Grid Section -->
<section id="portfolio" class="bg-light-gray">
<div class="container">
<div class="row">
<div class="col-lg-12 text-center">
<h2 class="section-heading">Projects</h2>
<h3 class="section-subheading text-muted"> </h3>
</div>
</div>
<div class="row">
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="https://drive.google.com/file/d/1Ur45XdblArLoljB7kxIR1HiNOfjPoTEd/view?usp=sharing" class="portfolio-link" data-toggle="modal" target="_blank">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-google fa-3x"></i>
</div>
</div>
<img src="assets/images/amazon.jpg" class="img-responsive" alt="benchmark" style="border-radius: 0">
</a>
<div class="portfolio-caption">
<h4>Increased GPU Utilisation</h4>
<p class="text-muted">Higher GPU utilisation with benchmark latency and throughput unchanged</p>
</div>
</div>
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="https://drive.google.com/file/d/1Ur45XdblArLoljB7kxIR1HiNOfjPoTEd/view?usp=sharing" class="portfolio-link" data-toggle="modal" target="_blank">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-google fa-3x"></i>
</div>
</div>
<img src="assets/images/vr.png" class="img-responsive" alt="vr" style="border-radius: 0">
</a>
<div class="portfolio-caption">
<h4>Motion Behaviour Under Threat</h4>
<p class="text-muted">VR + Cognitive Modelling</p>
</div>
</div>
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="https://drive.google.com/file/d/1Ur45XdblArLoljB7kxIR1HiNOfjPoTEd/view?usp=sharing" class="portfolio-link" data-toggle="modal" target="_blank">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-google fa-3x"></i>
</div>
</div>
<img src="assets/images/nobel.jpeg" class="img-responsive" alt="nobel" style="border-radius: 0">
</a>
<div class="portfolio-caption">
<h4>Nobel Prize Analysis</h4>
<p class="text-muted">Analysing the Nobel Prize with Plotly, Matplotlib & Seaborn</p>
</div>
</div>
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="https://drive.google.com/file/d/1gTTmt3f_okHVBAw7-vsqNMXIYS6M936T/view?usp=sharing" class="portfolio-link" data-toggle="modal" target="_blank">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-google fa-3x"></i>
</div>
</div>
<img src="assets/images/hospital.png" class="img-responsive" alt="hospital" style="border-radius: 0">
</a>
<div class="portfolio-caption">
<h4>Dr Semmelweis Handwashing Discovery</h4>
<p class="text-muted">The Tragic Discovery of Handwashing: t-Tests & Distributions</p>
</div>
</div>
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="https://drive.google.com/file/d/1N4dhpwAPATNpAT7O5KV_pVS9vc1Vw1wC/view?usp=sharing" class="portfolio-link" data-toggle="modal" target="_blank">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-google fa-3x"></i>
</div>
</div>
<img src="assets/images/boston.jpeg" class="img-responsive" alt="boston" style="border-radius: 0">
</a>
<div class="portfolio-caption">
<h4>Predict House Prices</h4>
<p class="text-muted">Multivariable Regression and Valuation Model</p>
</div>
</div>
</div>
</div>
</section>
<!-- Journey Section -->
<section id="journey">
<div class="container">
<div class="row">
<div class="col-lg-12 text-center">
<h2 class="section-heading">Journey</h2>
<h3 class="section-subheading text-muted">No road traveled will be in vain.</h3>
</div>
</div>
<div class="row">
<div class="col-lg-12">
<ul class="timeline">
<li>
<div class="timeline-image">
<a href="https://en.wikipedia.org/wiki/Hangzhou" target="_blank" alt="">
<img class="img-circle img-responsive" src="assets/images/me2.jpg" alt="" style="width: 100%; height: 100%; object-fit: cover"></a>
</div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>2000 - 2018</h4>
<h4 class="subheading">Before college, Hangzhou</h4>
</div>
<div class="timeline-body">
<p class="text-muted">When I was a kid, my dream was not too big, but not too small either -
to cut down the demons and get rid of the evils. Thus, storybooks accompanied me
throughout my childhood.
</p>
</div>
</div>
</li>
<li class="timeline-inverted">
<div class="timeline-image">
<a href="https://www.soas.ac.uk/study/find-course/international-foundation-programme-icc" target="_blank" alt="">
<img class="img-circle img-responsive" src="assets/images/soas_university_of_london_logo.jpeg" style="width: 100%; height: 100%; object-fit: cover"></a>
</div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>2018 - 2019</h4>
<h4 class="subheading">International Foundation Programme, SOAS University of London</h4>
</div>
<div class="timeline-body">
<p class="text-muted">Studied Media and Literature here. I felt powerless and sad about
the world of media, but I love Chinua Achebe's Things Fall Apart, and Edgar Allan Poe's
The Fall of the House of Usher. So, my first undergraduate major was Comparative Literature.</p>
</div>
</div>
</li>
<li>
<div class="timeline-image">
<a href="https://www.iqvia.com/" target="_blank">
<img class="img-circle img-responsive" src="assets/images/iqvia_logo.jpeg" alt="" style="width: 100%; height: 100%; object-fit: cover"></a>
</div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>Aug 2020 - Oct 2020</h4>
<h4 class="subheading">Intern, Management Consulting, IQVIA</h4>
</div>
<div class="timeline-body">
<p class="text-muted">After a gap year, I managed to switch my undergraduate major from
Comparative Literature to Psychology and Language Sciences. However, I was still confused
about the future. So, starting with consulting, I gradually explored what I truly love.</p>
</div>
</div>
</li>
<li class="timeline-inverted">
<div class="timeline-image">
<a href="https://www.ucl.ac.uk/prospective-students/undergraduate/degrees/psychology-and-language-sciences-bsc" target="_blank">
<img class="img-circle img-responsive" src="assets/images/university_college_london_logo.jpeg" alt="" style="width: 100%; height: 100%; object-fit: cover"></a>
</div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>2020 - 2023</h4>
<h4 class="subheading">Psychology and Language Sciences BSc, University College London</h4>
</div>
<div class="timeline-body">
<p class="text-muted">It was my three years at UCL that made me fall in love with the city of
London. I will never forget attending Professor Steve Fleming's The Brain in Action class
in the Engineering Building, or rushing back to my apartment from the library late at night
in the rain. I miss every face I met.</p>
</div>
</div>
</li>
<li>
<div class="timeline-image">
<a href="https://www.ipsos.com/en-us" target="_blank">
<img class="img-circle img-responsive" src="assets/images/ipsos_logo.jpeg" alt=""></a>
</div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>Mar 2021 - May 2021</h4>
<h4 class="subheading">Intern, Strategic Consulting, Ipsos</h4>
</div>
<div class="timeline-body">
<p class="text-muted">The healthcare field seems to be of more interest to me, so I did
another related internship in a row. Unlike the last one, which was about lowering the
price of PD-1 inhibitors into healthcare, this time the project was a study of ergonomic
office furniture.</p>
</div>
</div>
</li>
<li class="timeline-inverted">
<div class="timeline-image">
<a href="https://www.linkedin.com/company/china-renaissance/posts/?feedView=all" target="_blank">
<img class="img-circle img-responsive" src="assets/images/huaxing.jpeg" alt="" style="width: 100%; height: 100%; object-fit: cover"></a>
</div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>May 2021 - Aug 2021</h4>
<h4 class="subheading">Intern, Healthcare Fund, China Renaissance</h4>
</div>
<div class="timeline-body">
<p class="text-muted">Having a very steep learning curve. My supervisor told me possible
reasons why different pharmaceutical companies make different decisions on key aspects
such as R&D, outsourcing, and distribution. Very meticulous in doing industry research
and investment advice on mRNA.</p>
</div>
</div>
</li>
<li>
<div class="timeline-image">
<a href="https://www.mps-ucl-centre.mpg.de/about-the-centre/research-groups/threat-avoidance-group" target="_blank">
<img class="img-circle img-responsive" src="assets/images/bach.png" alt="" style="width: 100%; height: 100%; object-fit: cover"></a>
</div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>Aug 2022 - Mar 2023</h4>
<h4 class="subheading">Research Assistant, Threat Avoidance Group, Max Planck UCL Centre for Computational Psychiatry and Ageing Research</h4>
</div>
<div class="timeline-body">
<p class="text-muted">I spent my entire Christmas break in the lab, so I was fortunate enough
to see the first snow flying in London. I made very precious friends there. If memories
had flavours, they would be hot mochas and custard croissants.</p>
</div>
</div>
</li>
<li class="timeline-inverted">
<div class="timeline-image">
<a href="https://www.alibaba.com/?src=sem_ggl&field=UG&from=sem_ggl&cmpgn=1820390094&adgrp=73254467441&fditm=&tgt=kwd-14739453&locintrst=&locphyscl=1014226&mtchtyp=e&ntwrk=g&device=c&dvcmdl=&creative=416851584127&plcmnt=&plcmntcat=&aceid=&position=&gad_source=1&gclid=CjwKCAiAibeuBhAAEiwAiXBoJFZ9yGJNBlEAtjw4npvGXUOFyHJDnWoGlt4wXpi17nq05tRZ1GXGoxoCrDUQAvD_BwE" target="_blank">
<img class="img-circle img-responsive" src="assets/images/alibaba_group_logo.jpeg" alt="" style="width: 100%; height: 100%; object-fit: cover"></a>
</div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>Nov 2023 - Apr 2024</h4>
<h4 class="subheading">Intern, UX Design, Alibaba Group</h4>
</div>
<div class="timeline-body">
<p class="text-muted">Learn to plan, think, summarise, and learn that seemingly emotional
research actually requires very rational and rigorous logical support. My supervisor
told me that as long as one can identify and create opportunities, one can learn anywhere.</p>
</div>
</div>
</li>
<li>
<div class="timeline-image">
<a href="https://www.apple.com/" target="_blank">
<img class="img-circle img-responsive" src="assets/images/apple_logo.jpeg" alt="" style="width: 100%; height: 100%; object-fit: cover"></a>
</div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>Mar 2024 - Aug 2024</h4>
<h4 class="subheading">Intern, Data Analytics, Apple</h4>
</div>
<div class="timeline-body">
<p class="text-muted">Play around with large amount of Apple Pay data. I love Apple's food - the osmanthus-infused sweet rice wine with snow-skin mooncakes for breakfast is my absolute favourite.</p>
</div>
</div>
</li>
<li class="timeline-inverted">
<div class="timeline-image">
<a href="https://catalog.upenn.edu/graduate/programs/computer-information-technology-mcit/#text" target="_blank">
<img class="img-circle img-responsive" src="assets/images/university_of_pennsylvania_logo.jpeg" alt="" style="width: 100%; height: 100%; object-fit: cover"></a>
</div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>2024 - 2026</h4>
<h4 class="subheading">Master of Computer and Information Technology Program, University of Pennsylvania</h4>
</div>
<div class="timeline-body">
<p class="text-muted">Selected some interesting courses, such as
CIS 7000 Foundations and Frontiers in Human-Computer Interaction and CIS 5800 Machine Perception.</p>
</div>
</div>
</li>
<li>
<div class="timeline-image">
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<h4>Sep 2025 - Nov 2025</h4>
<h4 class="subheading">Intern, SDE, Amazon Web Services</h4>
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<p class="text-muted">Engaged in vLLM inference optimisation, significantly boosting GPU utilisation in the team. Explored quite a few places in California...</p>
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