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<!DOCTYPE html><!-- Last Published: Thu Jun 22 2023 05:27:57 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain="kylecraven.design" data-wf-page="624a6bdf9ecb3710d55be089" data-wf-site="6201ba20d0a9a32afdf01736"><head>
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<title>Shayan Vafaei</title>
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<meta content="Freelance strategic designer & creative webflow developer — I work with brands globally to create purpose driven websites that leave a lasting impression." name="description"/>
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<meta content="Freelance strategic designer & creative webflow developer — I work with brands globally to create purpose driven websites that leave a lasting impression." property="og:description"/>
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<body>
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<style>
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<div id="luxy" class="scroll-wrapper">
<header class="header">
<div class="page-padding">
<div class="container">
<div class="header-inner">
<a href="#" class="header-logo w-inline-block">
<div>Masters / Ph.D - Applicant</div>
</a>
<a href="https://drive.google.com/file/d/1tpF6PEhZpWM32tGZffsYN9q9Z2lB-Qmq/view?usp=drive_link" class="header-button w-inline-block">
<div class="header-button-text">Resume-CV</div>
<div class="button-fill"></div>
</a>
</div>
</div>
</div>
</header>
<main class="main-wrapper">
<section class="section-hero">
<div class="page-padding">
<div class="hero-container container">
<div class="hero-heading-wrapper w-embed">
<h1 class="hero-heading">
<span class="herow line-1">
<span class="split-words">AI Researcher</span>
<span class="amp">&
<svg class="hero-circle" x="0px" y="0px" viewBox="0 0 114 114">
<circle fill="none" cx="57" cy="57" r="52" stroke="currentColor"></circle>
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<span class="herow">
<span class="split-words">Mathematics Student</span>
</span>
</h1>
</div>
<div class="hero-intro">
<div class="hero-intro-text">
I'm Shayan Vafaei. I'm an undergraduate student in Applied Mathematics at Shahid Beheshti University.
<br>
My objective is to develop machine learning models that can possess biological brains' functionality to do certain tasks and understand their environment.
<br> <br> Email: shv.vafaei@gmail.com <br> Github: https://github.com/shayanvafaei <br> Laboratory: https://shervinsafavi.github.io/cmclab/team/ <br> <br>
Check My CV for More details of my projects :D (top-right of the page!)
</div>
</div>
</div>
</div>
</section>
<section class="section-projects">
<div class="page-padding">
<div class="container">
<div class="projects-heading_wrapper">
<div class="heading-bullet"></div>
<div class="line-wrapper">
<h3 class="projects_heading">Selected Projects</h3>
</div>
<div class="projects-heading_line"></div>
</div>
<div class="projects-wrapper">
<div class="projects-grid">
<!-- Shervin -->
<a id="p-artmoney" href="" target="_blank" class="project-link w-inline-block">
<div class="project-wrapper">
<div class="project-image-wrapper">
<img src="6201ba20d0a9a32afdf01736/share.jpg"
loading="lazy" alt="" sizes="(max-width: 767px) 88vw, 43vw"
srcset="6201ba20d0a9a32afdf01736/share.jpg" class="project-image hover-image"/>
<img src="6201ba20d0a9a32afdf01736/tu.webp"
loading="lazy" alt="" sizes="(max-width: 991px) 1000vw, 43vw"
srcset="6201ba20d0a9a32afdf01736/tu.webp" class="project-image"/>
</div>
<div class="project-grid_item-details">
<h3 class="project-grid_item-title">Latent Embedding</h3>
<div class="project-grid_item-type">CMC Lab</div>
</div>
</div>
</a>
<a id="p-artmoney" href="" target="_blank" class="project-link w-inline-block">
<div class="project-wrapper">
<br>
<br>
<br>
<br>
<p>Implementing event-based analysis of large-scale brain dynamics using CEBRA and unveiling neural
assemblies and circuit activity. More specifically, we intend to capture neural population dynamics from
different data resources by leveraging CEBRA. Supervised by Professor Shervin
Safavi at CMC Lab.</p>
</div>
</a>
<!-- Belgium -->
<a id="p-artmoney" href="" target="_blank" class="project-link w-inline-block">
<div class="project-wrapper">
<br>
<br>
<br>
<br>
<br>
<br>
<p>Currently, working on developing a multi-state machine, designed to classify the dialogue acts of
various datasets, namely “DSTC”, “SwDA”, “DyDA” and “MRDA”. The research is being
supervised by Professor Garcia.</p>
</div>
</a>
<a id="p-artmoney" href="" target="_blank" class="project-link w-inline-block">
<div class="project-wrapper">
<div class="project-image-wrapper">
<img src="6201ba20d0a9a32afdf01736/dial.png"
loading="lazy" alt="" sizes="(max-width: 767px) 88vw, 43vw"
srcset="6201ba20d0a9a32afdf01736/dial.png" class="project-image hover-image"/>
<img src="6201ba20d0a9a32afdf01736/VUB.jpeg"
loading="lazy" alt="" sizes="(max-width: 991px) 1000vw, 43vw"
srcset="6201ba20d0a9a32afdf01736/VUB.jpeg" class="project-image"/>
</div>
<div class="project-grid_item-details">
<h3 class="project-grid_item-title">Dialogue Act Recognition</h3>
<div class="project-grid_item-type">Vrije Universiteit Brussel</div>
</div>
</div>
</a>
<!-- Stephen -->
<a id="p-artmoney" href="" target="_blank" class="project-link w-inline-block">
<div class="project-wrapper">
<div class="project-image-wrapper">
<img src="6201ba20d0a9a32afdf01736/gen.png"
loading="lazy" alt="" sizes="(max-width: 767px) 88vw, 43vw"
srcset="6201ba20d0a9a32afdf01736/gen.png" class="project-image hover-image"/>
<img src="6201ba20d0a9a32afdf01736/otago.jpeg"
loading="lazy" alt="" sizes="(max-width: 991px) 1000vw, 43vw"
srcset="6201ba20d0a9a32afdf01736/otago.jpeg" class="project-image"/>
</div>
<div class="project-grid_item-details">
<h3 class="project-grid_item-title">Generative Agent (LLM Training)</h3>
<div class="project-grid_item-type">University of Otago</div>
</div>
</div>
</a>
<a id="p-artmoney" href="" target="_blank" class="project-link w-inline-block">
<div class="project-wrapper">
<br>
<br>
<br>
<br>
<br>
<p>Analyzing the concept of value-alignment on LLMs by creating artificial virtuous agents (AVAs) and
by designing a virtual world, with the purpose of analyzing the behavior of a LLM (Mistral 7b), under
the supervision of Professor Cranefield and Professor Savarimuthu.</p>
</div>
</a>
<!-- fMRI -->
<a id="p-artmoney" href="" target="_blank" class="project-link w-inline-block">
<div class="project-wrapper">
<br>
<br>
<br>
<br>
<p>Developing accurate and efficient machine learning models for the purpose of lesion segmentation on
medical images (brain fMRI images), using Anatomical Tracing of Lesions After Stroke (ATLAS R2.0)
dataset, which can aid in the diagnosis and treatment of various neurological disorders, under the
supervision of Professor Wang.</p>
</div>
</a>
<a id="p-artmoney" href="" target="_blank" class="project-link w-inline-block">
<div class="project-wrapper">
<div class="project-image-wrapper">
<img src="6201ba20d0a9a32afdf01736/s1.png"
loading="lazy" alt="" sizes="(max-width: 767px) 88vw, 43vw"
srcset="6201ba20d0a9a32afdf01736/s1.png" class="project-image hover-image"/>
<img src="6201ba20d0a9a32afdf01736/auck.png"
loading="lazy" alt="" sizes="(max-width: 991px) 1000vw, 43vw"
srcset="6201ba20d0a9a32afdf01736/auck.png" class="project-image"/>
</div>
<div class="project-grid_item-details">
<h3 class="project-grid_item-title">Brain Lesion Segmentation</h3>
<div class="project-grid_item-type">Auckland University</div>
</div>
</div>
</a>
<!-- Cambridge -->
<a id="p-artmoney" href="" target="_blank" class="project-link w-inline-block">
<div class="project-wrapper">
<div class="project-image-wrapper">
<img src="6201ba20d0a9a32afdf01736/stoch.png"
loading="lazy" alt="" sizes="(max-width: 767px) 88vw, 43vw"
srcset="6201ba20d0a9a32afdf01736/stoch.png" class="project-image hover-image"/>
<img src="6201ba20d0a9a32afdf01736/cam.jpeg"
loading="lazy" alt="" sizes="(max-width: 991px) 1000vw, 43vw"
srcset="6201ba20d0a9a32afdf01736/cam.jpeg" class="project-image"/>
</div>
<div class="project-grid_item-details">
<h3 class="project-grid_item-title">Stochastic Programming</h3>
<div class="project-grid_item-type">University of Cambridge</div>
</div>
</div>
</a>
<a id="p-artmoney" href="" target="_blank" class="project-link w-inline-block">
<div class="project-wrapper">
<br>
<br>
<br>
<br>
<br>
<br>
<p>Using stochastic programming techniques and optimization methods in the process of decision making
in commercial projects under the supervision of Professor Dempster.</p>
</div>
</a>
<!-- Denmark -->
<!-- Project Me! -->
<a id="p-artmoney" href="" target="_blank" class="project-link w-inline-block">
<div class="project-wrapper">
<br>
<br>
<br>
<br>
<br>
<br>
<br>
<p>Thank you for reading :D, and of course</p>
<p>let's put a face to this page := </p>
</div>
</a>
<a id="p-artmoney" href="" target="_blank" class="project-link w-inline-block">
<div class="project-wrapper">
<div class="project-image-wrapper">
<img src="6201ba20d0a9a32afdf01736/shah.webp"
loading="lazy" alt="" sizes="(max-width: 767px) 88vw, 43vw"
srcset="6201ba20d0a9a32afdf01736/shah.webp" class="project-image hover-image"/>
<img src="6201ba20d0a9a32afdf01736/snow2.jpg"
loading="lazy" alt="" sizes="(max-width: 991px) 1000vw, 43vw"
srcset="6201ba20d0a9a32afdf01736/snow2.jpg" class="project-image"/>
</div>
<div class="project-grid_item-details">
<h3 class="project-grid_item-title">Project Me :D</h3>
<div class="project-grid_item-type">Shahid Beheshti University</div>
</div>
</div>
</a>
</div>
<div id="w-node-ee57c50b-b9a7-88ff-ccb0-6d57aa544141-d55be089" class="button-centered hide">
<a href="#" class="button w-inline-block">
<div class="button-text">View more work</div>
<div class="button-fill"></div>
</a>
</div>
</div>
</div>
</div>
</section>
<section class="section-socials">
<div class="page-padding">
<div class="container">
<div class="social-links">
<div class="w-layout-grid footer_social-list">
<!--
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