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<!DOCTYPE HTML>
<html lang="en">
<head>
<!-- Hi, Soham Here. Please DELETE the two <script> tags below if you use this HTML, otherwise my analytics will track your page -->
<!-- Google tag (gtag.js) -->
<!-- Google Tag Manager -->
<script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':
new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],
j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=
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})(window,document,'script','dataLayer','GTM-TD35PKLT');</script>
<!-- End Google Tag Manager -->
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>Soham Shinde</title>
<link rel="stylesheet" type="text/css" href="stylesheet.css">
<link href="css/bootstrap.min.css" rel="stylesheet" media="screen">
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.4.1/css/bootstrap.min.css">
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.4.1/js/bootstrap.min.js"></script>
<meta name="author" content="Soham Shinde">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="Description" content="Soham Shinde | Third-Year Undergraduate, BITS Pilani Goa">
<meta name="keywords" content="Soham Shinde, BITS Pilani Goa">
<!-- <link rel="stylesheet" type="text/css" href="stylesheet.css"> -->
<link rel="icon" type="image/png" href="images/ml-model.png">
</head>
<body style="color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);" class="bg_colour">
<!-- Google Tag Manager (noscript) -->
<noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-TD35PKLT"
height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript>
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<table border=0 class="bg_colour" style="width:100%;max-width:800px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr style="padding:0px">
<td style="padding:0px">
<!-- Name tab -->
<table border=0 class="bg_colour" style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr style="padding:0px">
<td style="padding:2.5%;width:20%;max-width:20%">
<a href="images/ProfilePhoto.jpeg"><img style="width:100%;max-width:100%" alt="profile photo" src="images/ProfilePhoto.jpeg" class="img-circle"></a>
</td>
<td style="padding:0%;width:60%;vertical-align:middle">
<div>
<p style="text-align:center">
<h1 style="text-align:center"><name>Soham Shinde</name></h1>
<br>
</p>
<p style="text-align:center">
<!-- <a href="#updates" onclick="Expand(updates);">Updates </a>
| -->
<a href="#experience" onclick="Expand(experience);">Experience </a>
|
<a href="#publications" onclick="Expand(publications)">Publications</a>
|
<a href="mailto:sohams.web@gmail.com">Contact </a>
<!-- |
<a href="#projects" onclick="Expand(projects)">Projects </a> -->
|
<a href="tel:+9167232330">Phone </a>
</p>
</div>
</td>
<td style="padding:2.5%;width:10%;max-width:10%">
</td>
</tr>
</tbody></table>
<!-- About section, quick links -->
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr style="padding:0px;">
<td style="padding:2.5%;width:63%;vertical-align:middle">
<p>
I am a final-year undergraduate student at
<a href="https://www.bits-pilani.ac.in/goa/" target="_blank">BITS Pilani, K.K Birla Goa Campus</a>
, pursuing a Bachelor’s in Electronics and Communications Engineering with a minor in Data Science. I am interested in interdisciplinary research, particularly in the domains of Computer Vision and Applied Machine Learning.
</p>
<p>
Currently, my focus lies on Gaze Estimation and other computer vision techniques through my thesis project with <a href = "https://dr.ntu.edu.sg/cris/rp/rp01611/" target="_blank">Dr. Yuvaraj</a> and <a href = "https://www.bits-pilani.ac.in/goa/amalin-prince-a/" target="_blank">Dr. Amalin</a>. My work involves developing advanced gaze estimation models using deep learning and analyzing correlations between gaze patterns and student engagement to assess attention in educational settings.
Additionally, I have experience in 3D Computer Vision, specifically in Point Cloud Processing, where I worked on implementing supervised algorithms for Human Cloth Segmentation - <a href = "https://virtualhumans.mpi-inf.mpg.de/close3dv24/" target="_blank">CloSe</a>.
In conclusion, my research revolves around <b>Computer Vision</b>, <b>3D Modeling</b>, <b>Applied Machine Learning</b>, <b>HCI</b>, and <b>Robotics</b>
</p>
<p>
Previously, I contributed to various student-led projects at BITS Pilani, Goa, including
<a href="https://kratos-the-rover.github.io" target="_blank">Project Kratos</a>,
where I was involved in the Autonomous Subsystem of a Mars Rover prototype. Furthermore, I serve as the Events, Initiatives, and Sponsorship Head at the
<a href="https://bpgc-cte.org/" target="_blank">Center for Technical Education, BITS Goa</a>.
</p>
<p>
During my free time, I enjoy playing my ukulele and listening to music. =)
</p>
<!-- <p style="text-align: center; font-size: medium;">
~<i> Specialist -> Generalist -> Specialising Generalist </i>~
</p> -->
<p style="text-align:center">
<a href="mailto:sohams.web@gmail.com" target="_blank">Email</a>
|
<a href="https://drive.google.com/file/d/1oyatrShaj5yisLT5r47Gevec67iNAFMZ/view?usp=sharing" target="_blank">CV</a>
|
<a href="https://github.com/sohams25" target="_blank">GitHub</a>
|
<a href="https://www.linkedin.com/in/sohams2k3/" target="_blank">LinkedIn</a>
</p>
</td>
</tr>
</tbody></table>
<hr class="soft">
<!-- News -->
<!-- <br> -->
<!-- <button style="border:5px transparent; background-color: rgb(255, 255, 255); outline:transparent; border-radius:10px;" type="button" class="collapsible" data-toggle="collapse" data-target="#content-updates" id="updates"><heading>Updates</heading></button>
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<table border=0 class="bg_colour" style="padding:10px;width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr>
<td>
<p style="color:rgb(144, 14, 99); display:inline">01/24</p>
</td>
<td>
I am maintaining LaTeX notes of our Computer Networks course you can find them <a href = "https://drive.google.com/drive/folders/194f1D4Ql3ZYJy8eo4tDJ1MYwD-gvmOa4?usp=drive_link">here</a> (with a Disclaimer!).
</td>
</tr>
</tbody></table>
</div>
<hr class="soft"> -->
<!-- Experience -->
<button style="border:5px transparent; background-color: rgb(255, 255, 255); outline:transparent; border-radius:10px;"type="button" class="collapsible" data-toggle="collapse" data-target="#content-experience" id="experience"><heading>Experience</heading></button>
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<table border=0 class="bg_colour" style="padding:20px;width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr>
<td style="padding:10px;width:25%;vertical-align:middle">
<div class="one">
<img src='images/NTU.png' width="120">
</div>
</td>
<td style="padding:10px;width:75%;vertical-align:top">
<papertitle style="color:gray"><big>Thesis Student</big> </papertitle> <papertitle><big> | Nanyang Technological University </big></papertitle>
<br>
June '24 - Present
<br>
<br>
<p>
Developing gaze estimation models using Computer Vision and Deep Learning for Affective Computing in education. Analyzing correlations between gaze patterns and student engagement to establish quantitative measures of attention. </p>
</td>
</tr>
<tr>
<td style="padding:10px;width:25%;vertical-align:middle">
<div class="one">
<img src='images/TCSR_Logo.png' width="120">
</div>
</td>
<td style="padding:10px;width:75%;vertical-align:top">
<papertitle style="color:gray"><big>Intern</big> </papertitle> <papertitle><big> | TCS Research </big></papertitle>
<br>
June '24 - August '24
<br>
<br>
<p>
Optimized a SAM-based image segmentation GUI, enabling efficient AI-assisted annotation, and developed an automated mechanism to aggregate segmented regions into sub-scenes, enhancing the semantic understanding of complex images.
</p>
</td>
</tr>
<tr>
<td style="padding:10px;width:25%;vertical-align:middle">
<div class="one">
<img src='images/Central_Electronics_Engineering_Research_Institute_Logo.png' width="120">
</div>
</td>
<td style="padding:10px;width:75%;vertical-align:top">
<papertitle style="color:gray"><big>Research Intern</big> </papertitle> <papertitle><big> | CSIR-CEERI, Pilani </big></papertitle>
<br>
May '23 - August '23
<br>
<br>
<p>
Worked under under the supervision of <a href="https://www.ceeri.res.in/profiles/dhiraj-sangwan/" target="_blank">Dr Dhiraj Sangwan</a> on developing a comprehensive image restoration pipeline, enhancing my skills in Computer Vision and Deep Learning, covering Image Segmentation, Image Processing, and GANs.
</p>
</td>
</tr>
</tbody></table>
</div>
<hr class="soft">
<!-- Publications -->
<button style="border:5px transparent; background-color: rgb(255, 255, 255); outline:transparent; border-radius:10px;"type="button" class="collapsible" data-toggle="collapse" data-target="#content-publications" id="publications"><heading>Publications</heading></button>
<div id="content-publications" class="collapse in">
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr>
<td style="padding:20px;width:25%;vertical-align:middle">
<div class="one">
<img src='images/TCSR.png' width="180">
<!-- Insert Paper Image -->
</div>
</td>
<td style="padding:20px;width:75%;vertical-align:top">
<papertitle><big>Subscene Segmentation for Artwork Scene Understanding</papertitle></big>
<br>
<a href="">Paper</a>
<p><b>Soham Shinde</b> and Vikram Jamwal</p>
<p> Submitted at <a href="https://sites.google.com/view/ai4vaeccv2024" target="_blank">ECCV AI4VA Workshop</a>.
</p>
</td>
</tr>
<tr>
<td style="padding:20px;width:25%;vertical-align:middle">
<div class="one">
<img src='images/17.png' width="180">
<!-- Insert Paper Image -->
</div>
</td>
<td style="padding:20px;width:75%;vertical-align:top">
<papertitle><big>Damage Segmentation and Restoration of Ancient Wall Paintings for Preserving
Cultural Heritage</papertitle></big>
<br>
<a href="https://link.springer.com/chapter/10.1007/978-3-031-58535-7_9" target="_blank">Paper</a>
<p>HS Baath, <b>S. Shinde</b>, J. Keniya, PR. Mishra, A. Saini and D. Sangwan</p>
<p> Accepted at the 8th International Conference on Computer Vision & Image Processing <a href="https://iitjammu.ac.in/cvip2023/" target="_blank">(CVIP-2023)</a>
</p>
</td>
</tr>
<!-- <tr>
<td style="padding:20px;width:25%;vertical-align:middle">
<div class="one">
<img src='' width="180">
</div>
</td>
<td style="padding:20px;width:75%;vertical-align:top">
<papertitle><big>Digital Restoration Of Rajasthani Murals</papertitle></big>
<br>
<a href="">Paper</a>
<p>PR. Mishra, J. Keniya, HS Baath, <b>S. Shinde</b> and D. Sangwan</p>
<p> Submitted in <a href="https://heritagesciencejournal.springeropen.com" target="_blank">Heritage Science, Springer</a>.
</p>
</td>
</tr> -->
</tbody></table>
</div>
<hr class="soft">
<!-- Projects -->
<!-- <button style="border:5px transparent; background-color: rgb(255, 255, 255); outline:transparent; border-radius:10px;"type="button" class="collapsible" data-toggle="collapse" data-target="#content-projects" id="projects"><heading>Projects</heading></button>
<div id="content-projects" class="collapse in">
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr>
<td style="padding:20px;width:25%;vertical-align:middle">
<div class="one">
<img src='images/DigitalRestoration.png' width="180">
</div>
</td>
<td style="padding:20px;width:75%;vertical-align:top">
<papertitle><big>Digital Mural Restoration using Image Segmentation</papertitle></big>
<br>
<a href="https://drive.google.com/file/d/1MVmxnEiCDCL2zDzBUXmt_R91u3lvXi1d/view">Paper</a>
<p>
Contributed to a research initiative in computer vision, focusing on restoring and segmenting deteriorated Rajasthani murals using advanced deep learning models like U-Net++, DeepLabV3+, PSPNet, and FPN. Additionally, Developed and implemented a state-of-the-art inpainting pipeline, <b>achieving an outstanding SSIM score of 0.9812</b> for flawlessly reinstating missing sections in deteriorated murals.
<br>
</p>
</td>
</tr>
</tbody></table>
</div>
<hr class="soft"> -->
<!-- Other Stuff -->
<!-- <button style="border:5px transparent; background-color: rgb(255, 255, 255); outline:transparent; border-radius:10px;"type="button" class="collapsible" data-toggle="collapse" data-target="#content-other" id="other"><heading>(A lot of) Other stuff</heading></button>
<div id="content-other" class="collapse out">
<table border=0 class="bg_colour" style="padding:10px;width:100%;border:0px;border-spacing:10px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr>
<td>
<p style="color:rgb(0, 0, 0); display:inline"><a href="https://arxiv.org/abs/2210.01189">Rank-N-Contrast</a></p>
</td>
<td>
Amazing paper + I read the proofs too 🫡
</td>
</tr>
</tbody></table>
</div>
<hr class="soft"> -->
</td>
</tr>
<tr>
<td>
<p style="text-align: center; padding: 5px;">
<img src="images/BITS_Pilani-Logo.png" width="92" style="padding: 3px;">
<img src="images/Central_Electronics_Engineering_Research_Institute_Logo.png" width="92" style="padding: 3px;">
<img src="images/TCSR_Logo.png" width="92" style="padding: 3px;">
<img src="images/NTU.png" width="92" style="padding: 3px;">
</p>
<p style="text-align: center;">This template is a modification to Jon Barron's website</a>. Find the source code to my website <a href="https://github.com/sohams25/sohams.github.io" target="_blank">here</a>.</p>
</td>
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</table>
</body>
</html>