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<p style="font-family:Calibri;font-size:10pt;color:#000000;margin:5pt;font-style:normal;font-weight:normal;text-decoration:none;" align="Left">
TCS Confidential<br>
</p>
<br>
<div>
<p style="font-family:Calibri;font-size:10pt;color:#000000;margin:5pt;" align="Left">
TCS Confidential<br>
</p>
<div class="WordSection1">
<p style="margin:0cm"><span style="font-family:"Arial",sans-serif;color:black">Dear All,</span><span style="font-family:"-webkit-standard",serif;color:black"><o:p></o:p></span></p>
<p style="margin:0cm;font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<span style="font-family:"Arial",sans-serif;color:black"> </span><span style="font-family:"-webkit-standard",serif;color:black"><o:p></o:p></span></p>
<p style="margin:0cm;font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<span style="font-family:"Arial",sans-serif;color:black">There are post-doctoral or fulltime opportunities in our Visual Computing and Embodied Intelligence group at<span class="apple-converted-space"> </span></span><span style="font-size:12.0pt;font-family:"-webkit-standard",serif;color:black"><a href="https://www.tcs.com/tcs-research"><span style="font-size:11.0pt;font-family:"inherit",serif;color:#070706;background:#FFEE94">TCS</span><span class="apple-converted-space"><span style="font-size:11.0pt;font-family:"inherit",serif;color:#041633"> </span></span><span style="font-size:11.0pt;font-family:"inherit",serif;color:#070706;background:#FFEE94">Research</span></a>,
India</span><span style="font-family:"Arial",sans-serif;color:black">. These positions are for projects at the intersection of computer vision, graphics, and DL. With these projects, we aim to publish papers in top-tier computer vision and graphics conferences. </span><span style="font-family:"-webkit-standard",serif;color:black"><o:p></o:p></span></p>
<p style="margin:0cm;font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<span style="font-family:"Arial",sans-serif;color:black"> </span><span style="font-family:"-webkit-standard",serif;color:black"><o:p></o:p></span></p>
<p style="margin:0cm;font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<u><span style="font-family:"Arial",sans-serif;color:black">Some Sample Projects</span></u><span style="font-family:"-webkit-standard",serif;color:black"><o:p></o:p></span></p>
<p style="margin:0cm;font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<span style="font-family:"Arial",sans-serif;color:black"> </span><span style="font-family:"-webkit-standard",serif;color:black"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<span style="font-family:"Arial",sans-serif;color:black"> 1.<b><u>3D virtual trypon:</u></b><span class="apple-converted-space"> </span>Aim is to<span class="apple-converted-space"> </span></span><span lang="EN-US" style="font-family:"Arial",sans-serif;color:black;background:white">build
a system to drape a 3D garment on a 3D human body and animate it according to the change in human poses. </span><span style="font-family:"Arial",sans-serif;color:black;background:white"> </span><span style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<span style="font-family:"Arial",sans-serif;color:black;background:white"> </span><span style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<span style="font-family:"Arial",sans-serif;color:black;background:white"> 2.<span class="apple-converted-space"><u> </u></span><b><u>Digital human:</u></b><span class="apple-converted-space"> </span></span><span lang="EN-US" style="font-family:"Arial",sans-serif;color:black;background:white">In
this project, we will primarily focus on the accurate estimation of 3D human body shape, pose and a high-quality expressive face estimation from video. </span><span style="font-family:"Arial",sans-serif;color:black;background:white"> </span><span style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<span style="font-family:"Arial",sans-serif;color:black;background:white"> </span><span style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<b><span style="font-family:"Arial",sans-serif;color:black;background:white"> <span class="apple-converted-space"> </span></span></b><span style="font-family:"Arial",sans-serif;color:black;background:white">3.<span class="apple-converted-space"> </span><b><u>3D
Surface Reconstruction:</u></b><span class="apple-converted-space"><u> </u></span>Creating 3D mesh from a video for re-rendered reality and mirror 3D world</span><span style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<span style="font-family:"Arial",sans-serif;color:black;background:white"> </span><span style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<span style="font-family:"Arial",sans-serif;color:black;background:white"> 4.<span class="apple-converted-space"> </span><b><u>Inverse Rendering for Physics Aware Augmented Reality</u> :</b><span class="apple-converted-space"> </span>In this work,
we aim to jointly estimate the albedo, normals, depth and 3D spatially-varying lighting from a set of images.</span><span style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<span style="font-family:"Arial",sans-serif;color:black;background:white"> <span class="apple-converted-space"> </span></span><span style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(0, 0, 0);word-spacing:0px">
<span style="font-family:"Arial",sans-serif;color:black;background:white"> 5:<span class="apple-converted-space"> </span><b><u>Creating a metaverse framework for phygital experience</u>:<span class="apple-converted-space"> </span></b>Here the physical
and virtual space will become blur. While the virtual space corresponding to a physical space will be visualised by user the interaction on the physical space will be driven by a robotic avatar of the person.<span class="apple-converted-space"> </span></span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Arial",sans-serif;color:black;background:white"> </span><span style="color:black"><o:p></o:p></span></p>
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<u><span style="font-family:"Arial",sans-serif;color:black">Who can apply?: </span></u><span style="font-family:"-webkit-standard",serif;color:black"><o:p></o:p></span></p>
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<li class="MsoNormal" style="color:black;mso-list:l0 level1 lfo3"><i><span style="font-family:"Arial",sans-serif">Post-doc/Full-time:</span></i><span style="font-family:"inherit",serif"> </span><span lang="EN-US" style="font-family:"Arial",sans-serif;background:white">Recent
Computer Science Ph.D.’s or candidates who have submitted or going to submit their thesis on computer vision, or graphics with good publications in the domain conferences (CVPR, ICCV, WACV, ECCV, BMVC, IJCAI, AAAI, NeurIPS, ICLR, Siggraphs etc or equivalent)
etc. or journals (CVIU, PAMI, IJCV, Visual Computer, Neurocomputing etc. or equivalent) ,.</span><o:p></o:p></li></ol>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="font-family:"Arial",sans-serif;color:black">We are looking for candidates with the following skills:</span><span style="font-family:"-webkit-standard",serif;color:black"><o:p></o:p></span></p>
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<u><span style="font-family:"Arial",sans-serif;color:black">Domain Skills:</span></u><span style="font-family:"-webkit-standard",serif;color:black"><o:p></o:p></span></p>
<ul style="margin-top:0cm;font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(255, 255, 255);padding-inline-start: 48px;word-spacing:0px" type="disc">
<li class="MsoNormal" style="color:black;mso-list:l5 level1 lfo6"><i><span style="font-family:"Arial",sans-serif">Computer Vision</span></i><b><span style="font-family:"Arial",sans-serif">:</span></b><span style="font-family:"Arial",sans-serif"> 3D Reconstruction,
Stereo Vision, Epipolar Geometry.</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l5 level1 lfo6"><i><span style="font-family:"Arial",sans-serif">Computer Graphics</span></i><b><span style="font-family:"Arial",sans-serif">:</span></b><span style="font-family:"Arial",sans-serif"> Basic understanding
of meshes, operations over 3D meshes, 3D neural rendering, inverse rendering.</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l5 level1 lfo6"><i><span style="font-family:"Arial",sans-serif">Deep Learning:</span></i><span style="font-family:"Arial",sans-serif"> Hands-on experience in training deep neural networks like ResNet’s, GAN’s,
knowledge of graph neural networks<span class="apple-converted-space"> </span></span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l5 level1 lfo6"><i><span style="font-family:"Arial",sans-serif">Embodied Intelligence:</span></i><span class="apple-converted-space"><span style="font-family:"-webkit-standard",serif"> </span></span><span style="font-family:"Arial",sans-serif">Understanding
of RL, Navigation, SLAM, Human-machine interaction</span><o:p></o:p></li></ul>
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<i><span style="font-family:"Arial",sans-serif;color:black"> </span></i><span style="color:black"><o:p></o:p></span></p>
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<u><span style="font-family:"Arial",sans-serif;color:black">Technical Skills:</span></u><span style="color:black"><o:p></o:p></span></p>
<ul style="margin-top:0cm;font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-size-adjust: auto;-webkit-text-stroke-width: 0px;caret-color: rgb(255, 255, 255);padding-inline-start: 48px;word-spacing:0px" type="disc">
<li class="MsoNormal" style="color:black;mso-list:l4 level1 lfo9"><i><span style="font-family:"Arial",sans-serif">Coding Language</span></i><span style="font-family:"Arial",sans-serif">: Python (Primary), C++ (Basic), OpenGL</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l4 level1 lfo9"><i><span style="font-family:"Arial",sans-serif">Deep Learning Framework:</span></i><span style="font-family:"Arial",sans-serif"> PyTorch (Primary), Tensorflow (Basic)</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l4 level1 lfo9"><i><span style="font-family:"Arial",sans-serif">Tools:<span class="apple-converted-space"> </span></span></i><span style="font-family:"Arial",sans-serif"> Unity, Omniverse, MuJoCo etc.</span><o:p></o:p></li></ul>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="font-family:"Arial",sans-serif;color:black">Good interpersonal skills to communicate ideas, experimental results, and analysis with other team members. </span><span style="font-family:"-webkit-standard",serif;color:black"><o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="font-family:"Arial",sans-serif;color:black">Interested candidates can send their CV with<span class="apple-converted-space"> </span><i><u>the information that shows the required domain and technical skills.</u> </i>Send CVs to<span class="apple-converted-space"> </span><a href="mailto:b.bhowmick@tcs.com"><span style="font-family:"inherit",serif;color:#022B53">b.bhowmick@</span><span style="font-family:"inherit",serif;color:#070706;background:#FFEE94">tcs</span><span style="font-family:"inherit",serif;color:#022B53">.com</span></a> with
the subject line<span class="apple-converted-space"> </span></span><b><span style="font-family:"inherit",serif;color:black">“</span></b><b><span style="font-family:"inherit",serif;color:#070706;background:#FFEE94">Research</span></b><span class="apple-converted-space"><b><span style="font-family:"inherit",serif;color:black"> </span></b></span><b><span style="font-family:"inherit",serif;color:black">Opportunities
at Visual Computing & Embodied Intelligence,<span class="apple-converted-space"> </span></span></b><b><span style="font-family:"inherit",serif;color:#070706;background:#FFEE94">TCS</span></b><span class="apple-converted-space"><b><span style="font-family:"inherit",serif;color:black"> </span></b></span><b><span style="font-family:"inherit",serif;color:#070706;background:#FFEE94">Research</span></b><b><span style="font-family:"inherit",serif;color:black">”. </span></b><span style="font-family:"-webkit-standard",serif;color:black"><o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;color:#0163AC"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;color:#0163AC"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Arial",sans-serif;color:black;mso-fareast-language:EN-GB">Best Regards,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Arial",sans-serif;color:black;mso-fareast-language:EN-GB">Brojeshwar<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Arial",sans-serif;color:black;mso-fareast-language:EN-GB">____________________________________________<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Arial",sans-serif;color:black;mso-fareast-language:EN-GB"><br>
Dr. Brojeshwar Bhowmick,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Arial",sans-serif;color:black;mso-fareast-language:EN-GB">Principal Scientist,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Arial",sans-serif;color:black;mso-fareast-language:EN-GB">TCS Research
<br>
Cell:- 7044944788<br>
Mailto: b.bhowmick@tcs.com<br>
Website:</span><span style="font-size:11.0pt;font-family:"Times New Roman",serif;color:#0163AC;mso-fareast-language:EN-GB"> </span><a href="https://sites.google.com/view/brojeshwar/home"><span style="font-size:11.0pt;font-family:"Times New Roman",serif;color:blue;mso-fareast-language:EN-GB;text-decoration:none">https://sites.google.com/view/brojeshwar/home</span></a><span style="font-size:11.0pt;font-family:"Times New Roman",serif;color:#0163AC;mso-fareast-language:EN-GB"><br>
____________________________________________<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Times New Roman",serif;color:#0163AC;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
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