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<!DOCTYPE HTML>
<html lang="en">
<head>
<!-- Google tag (gtag.js) -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-XWKNQ8NNJV"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'G-XWKNQ8NNJV');
</script>
<script type="text/javascript" src="pub.js"></script>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
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<title>Tathagata Bandyopadhyay, MSc. (TUM)</title>
<meta name="description" content="Deep Learning and Gen AI Researcher with a focus on Diffusion Models, GANs and LLMs ">
<meta name="author" content="Tathagata Bandyopadhyay">
<meta name="viewport" content="width=device-width, initial-scale=1">
<!-- Facebook Meta Tags -->
<meta property="og:url" content="https://tatban.github.io/">
<meta property="og:type" content="website">
<meta property="og:title" content="Tathagata Bandyopadhyay, MSc. (TUM)">
<meta property="og:description" content="Deep Learning and Gen AI Researcher with a focus on Diffusion Models, GANs and LLMs ">
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<meta name="twitter:title" content="Tathagata Bandyopadhyay, MSc. (TUM)">
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<link rel="shortcut icon" href="images/favicon/favicon.ico" type="image/x-icon">
<link rel="stylesheet" type="text/css" href="stylesheet.css">
</head>
<body>
<table style="width:100%;max-width:800px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
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<!--############### INTRODUCTION ###############-->
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<tbody>
<tr style="padding:0px">
<td style="padding:2.5%;width:63%;vertical-align:middle">
<p class="name" style="text-align: left;">
Tathagata Bandyopadhyay
</p>
<p style="text-align:justify;">I am a research engineer in the broad domain of Deep Learning and Generative AI. I have recently passed MSc. in Informatics with distinction from <a href="https://www.tum.de/">Technical University of Munich (TUM), Germany</a> with a focus on Deep Learning, Computer Vision and Scientific Computing. Neural networks are universal function approximation tools and thus I am open to work on any research domain involving deep neural networks in some form.
</p>
<p style="text-align:justify;">
At TUM I was advised by <a href="https://www.niessnerlab.org/">Prof. Dr. Matthias Niessner</a> from <a href="https://www.niessnerlab.org/">Visual Computing and AI Lab</a> for my <a href="https://tatban.github.io/aphm_project_page/">master's thesis</a> on 3D Neural Parametric Head Models. Other than thesis, I have also worked on several other deep learning research problems including semi-supervised learning, knowledge distillation, <a href="https://tatban.github.io/spec-res/">target speaker extraction</a>, music retrieval or cover song identification, neural object relighting, and so on using <a href="https://www.python.org/">Python</a> and <a href="https://pytorch.org/">PyTorch</a>.
</p>
<p style="text-align:justify;">
<b>Research interests:</b><br>
Autoencoders, Diffusion models, GANs, 3D reconstruction, Computer Vision, Large Language Models, Transformers, Topological Deep Learning, Brain computer interface.
</p>
<p style="text-align:center">
<a href="mailto:[email protected]">Email</a> /
<a href="data/CV_Tathagata_Bandyopadhyay.pdf">CV</a> /
<!--<a href="">Bio</a> / -->
<a href="https://scholar.google.com/citations?user=GuH4taUAAAAJ&hl=en">Google Scholar</a> /
<!--<a href="">Twitter</a> / -->
<a href="https://www.linkedin.com/in/tathagata-bandyopadhyay/">Linkedin</a> /
<a href="https://github.com/tatban/">Github</a>
</p>
</td>
<!--############### PROFILE PICTURE ###############-->
<td style="padding:2.5%;width:40%;max-width:40%">
<a href="images/Tathagata.jpg"><img style="width:100%;max-width:100%;object-fit: cover; border-radius: 3%;" alt="profile photo" src="images/Tathagata.jpg" class="hoverZoomLink"></a>
</td>
</tr>
</tbody>
</table>
<em>Love to collaborate on research projects. Feel free to reach out :)</em>
<br>
<br>
<br>
<!--############### RESEARCH PUBLICATIONS ###############-->
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<heading>Research / Publications</heading>
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</table>
<table id="pubTAB" style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<!--<tbody id="pubTabContainer">-->
<!-- put all the publication as different rows as tr, todo: add thumbnail images -->
<!--</tbody>-->
</table>
<script type="text/javascript">
fetchPubs();
</script>
<noscript>
<br>
<br>
<div class="noScriptMsg">
JavaScript is disabled or not supported !!!
<br><br>Please use a JavaScript enabled browser or look at my <a href="https://scholar.google.com/citations?user=GuH4taUAAAAJ&hl=en">Google Scholar</a> profile. Thanks !!!
</div>
</noscript>
<br>
<br>
<br>
<!--############### EDUCATION ###############-->
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<heading>Education</heading>
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<img src='images/tum_logo.png' width="130">
</td>
<td style="padding:0px;width:100%;vertical-align:middle">
<h3>Technical University of Munich, Germany</h3>
October 2019 - March 2024 <br>
Master of Science in <a
href="https://www.in.tum.de/en/for-prospective-students/masters-programs/informatics/">Informatics.</a>
<br>
Passed with Distinction 🎓 <br>
Teaching Assistant for <a href="https://niessner.github.io/I2DL/">Introduction to Deep Learning</a>, Apr 2021 - Sep 2022
<p></p>
</td>
</tr>
<tr>
<td style="padding:0px;width:25%;vertical-align:middle">
<img src='images/kiit_logo.png' width="130">
</td>
<td style="padding:0px;width:100%;vertical-align:middle">
<h3>Kalinga Institute of Industrial Technology, Bhubaneswar, India</h3>
August 2013 - May 2017 <br>
Bachelor of Technology in <a href="https://cse.kiit.ac.in/">Computer Science & Engineering.</a>
<br>
Founder's all rounder <a href="https://kiit.ac.in/wp-content/uploads/2019/01/medal-list.pdf"> Gold Medal </a> receiver 🏅
<p></p>
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</tbody>
</table>
<br>
<br>
<br>
<!--############### WORK EXPERIENCE ###############-->
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<heading>Work Experience</heading>
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<img src='images/siemens_logo.png' width="130">
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<td style="padding:0px;width:100%;vertical-align:middle">
<h3>Siemens (Technology R&D), Munich, Germany</h3>
March 2023 - September 2024 <br>
Working Student Researcher
<br>
Python | LLMs | Langchain
<p></p>
</td>
</tr>
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<img src='images/dell_logo.png' width="130">
</td>
<td style="padding:0px;width:100%;vertical-align:middle">
<h3>Dell Technologies, Bangalore, India</h3>
July 2017 - September 2019 <br>
Software Engineer
<br>
C# .Net | Rest APIs | Agile | TDD | CI-CD
<p></p>
</td>
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</tbody>
</table>
<br>
<br>
<br>
<!--############### WEB DESIGN CREDIT ###############-->
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<br>
<p style="text-align:center;font-size:small;">
Website design and source code adapted from <a href="https://jonbarron.info/">Jon Barron's website</a>.
</p>
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</tbody>
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</td>
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</table>
</body>
</html>