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<!DOCTYPE html>
<html style="font-size: 16px;">
<head>
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta charset="utf-8">
<meta name="keywords" content="">
<meta name="description" content="">
<meta name="page_type" content="np-template-header-footer-from-plugin">
<title>Home</title>
<link rel="stylesheet" href="nicepage.css" media="screen">
<link rel="stylesheet" href="Home.css" media="screen">
<script class="u-script" type="text/javascript" src="jquery.js" defer=""></script>
<script class="u-script" type="text/javascript" src="nicepage.js" defer=""></script>
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<script type="application/ld+json">
{
"@context": "http://schema.org",
"@type": "Organization",
"name": "Gundeeps Website",
"url": "index.html"
}
</script>
<meta property="og:title" content="Home">
<meta property="og:type" content="website">
<meta name="theme-color" content="#478ac9">
<link rel="canonical" href="index.html">
<meta property="og:url" content="index.html">
</head>
<body class="u-body">
<header class="u-clearfix u-custom-color-1 u-header u-header" id="sec-1cad">
<div class="u-clearfix u-sheet u-valign-middle u-sheet-1">
<nav class="u-menu u-menu-dropdown u-offcanvas u-menu-1">
<div class="menu-collapse" style="font-size: 1.5rem; letter-spacing: 0px; font-weight: 700;">
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style="padding: 4px 0px; font-size: calc(1em + 8px);">
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<use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#menu-hamburger"></use>
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<li class="u-nav-item"><a class="u-button-style u-nav-link u-text-active-palette-1-base u-text-hover-palette-2-base" href="Home.html#sec-39ea" data-page-id="182826112" style="padding: 10px 20px;">Projects</a>
</li>
<li class="u-nav-item"><a class="u-button-style u-nav-link u-text-active-palette-1-base u-text-hover-palette-2-base" href="Home.html#sec-39cc" data-page-id="182826112" style="padding: 10px 20px;">Interests</a>
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</li>
</ul>
</div>
<div class="u-custom-menu u-nav-container-collapse">
<div class="u-black u-container-style u-inner-container-layout u-opacity u-opacity-95 u-sidenav">
<div class="u-sidenav-overflow">
<div class="u-menu-close"></div>
<ul class="u-align-center u-nav u-popupmenu-items u-unstyled u-nav-2">
<li class="u-nav-item"><a class="u-button-style u-nav-link" href="Home.html#sec-39ea" data-page-id="182826112" style="padding: 10px 20px;">Projects</a>
</li>
<li class="u-nav-item"><a class="u-button-style u-nav-link" href="Home.html#sec-39cc" data-page-id="182826112" style="padding: 10px 20px;">Interests</a>
</li>
<li class="u-nav-item"><a class="u-button-style u-nav-link" href="Home.html#carousel_556b" data-page-id="182826112" style="padding: 10px 20px;">Get In Touch</a>
</li>
</ul>
</div>
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<div class="u-black u-menu-overlay u-opacity u-opacity-70"></div>
</div>
</nav>
</div>
</header>
<section class="u-align-center-lg u-align-center-md u-align-center-xl u-align-left-sm u-align-left-xs u-clearfix u-custom-color-1 u-hidden-md u-hidden-sm u-hidden-xs u-section-1" id="carousel_7c3a">
<div class="u-clearfix u-sheet u-valign-middle-lg u-valign-middle-md u-valign-middle-sm u-valign-middle-xl u-sheet-1">
<h1 class="u-text u-text-1">Gundeep Singh</h1>
<p class="u-large-text u-text u-text-variant u-text-2">Machine Learning Research<br>& Full Stack
</p>
<div class="u-clearfix u-expanded-width u-layout-wrap u-layout-wrap-1">
<div class="u-layout">
<div class="u-layout-row">
<div class="u-container-style u-layout-cell u-size-20 u-layout-cell-1">
<div class="u-container-layout u-container-layout-1">
<h4 class="u-text u-text-3">About me</h4>
<p class="u-text u-text-4">After graduating from Delhi College of Engineering, I got to wear multiple hats; of an independent ML researcher, a developer, a data scientist as well as a CTO. Working on such wide gamut of roles have
honed the thought patterns of my prefrontal cortex , the complex problem solving area of the human brain, hence I can quickly go into depths of any topic.</p>
</div>
</div>
<div class="u-container-style u-layout-cell u-size-20 u-layout-cell-2">
<div class="u-container-layout u-valign-middle-lg u-valign-middle-xl u-valign-top-md u-valign-top-sm u-valign-top-xs u-container-layout-2">
<div alt="" class="u-image u-image-circle u-image-1" data-image-width="962" data-image-height="1600"></div>
</div>
</div>
<div class="u-container-style u-layout-cell u-size-20 u-layout-cell-3">
<div class="u-container-layout u-container-layout-3">
<h4 class="u-text u-text-5">Details</h4>
<p class="u-text u-text-6">
<span style="font-weight: 700;">Working Since</span>
<br>2013<br>
<span style="font-weight: 700;">Age: </span>
<br>29 years <span style="font-weight: 700;">
<br>Location:
</span>
<br>Bathinda, India, Earth
</p>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="u-align-center-lg u-align-center-md u-align-center-xl u-align-left-sm u-align-left-xs u-clearfix u-custom-color-1 u-hidden-lg u-hidden-xl u-section-2" id="carousel_dd8b">
<div class="u-clearfix u-sheet u-valign-middle-lg u-valign-middle-md u-valign-middle-sm u-valign-middle-xl u-sheet-1">
<h1 class="u-text u-text-1">Gundeep Singh</h1>
<p class="u-large-text u-text u-text-variant u-text-2">Machine Learning Research<br>& Full Stack
</p>
<div class="u-clearfix u-expanded-width u-layout-wrap u-layout-wrap-1">
<div class="u-layout">
<div class="u-layout-row">
<div class="u-container-style u-layout-cell u-size-20 u-layout-cell-1">
<div class="u-container-layout u-valign-middle-lg u-valign-middle-xl u-valign-top-md u-valign-top-sm u-valign-top-xs u-container-layout-1">
<div alt="" class="u-image u-image-circle u-image-1" data-image-width="962" data-image-height="1600"></div>
</div>
</div>
<div class="u-container-style u-layout-cell u-size-20-lg u-size-20-xl u-size-24-md u-size-24-sm u-size-24-xs u-layout-cell-2">
<div class="u-container-layout u-container-layout-2">
<h4 class="u-text u-text-3">About me</h4>
<p class="u-text u-text-4">After graduating from Delhi College of Engineering, I got to wear multiple hats; of an independent ML researcher, a developer, a data scientist as well as a CTO. I have an
unquenchable
curiousity to know what's under the hood any tech I come across, and I usually go to lengths to understand it.</p>
</div>
</div>
<div class="u-container-style u-layout-cell u-size-16-md u-size-16-sm u-size-16-xs u-size-20-lg u-size-20-xl u-layout-cell-3">
<div class="u-container-layout u-container-layout-3">
<h4 class="u-text u-text-5">Details</h4>
<p class="u-text u-text-6">
<span style="font-weight: 700;">Working Since</span>
<br>2013<br>
<span style="font-weight: 700;">Age: </span>
<br>29 years <span style="font-weight: 700;">
<br>Location:
</span>
<br>Bathinda, India, Earth
</p>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="u-align-center u-clearfix u-section-3" id="sec-39ea">
<div class="u-clearfix u-sheet u-valign-middle-lg u-valign-middle-md u-valign-middle-xl u-sheet-1">
<h1 class="u-text u-text-1">Projects</h1>
</div>
</section>
<section class="u-clearfix u-section-4" id="sec-76bf">
<div class="u-clearfix u-sheet u-sheet-1">
<div class="u-clearfix u-expanded-width u-layout-wrap u-layout-wrap-1">
<div class="u-layout">
<div class="u-layout-row">
<div class="u-container-style u-image u-layout-cell u-size-30 u-image-1" data-image-width="1600" data-image-height="900">
<div class="u-container-layout u-container-layout-1"></div>
</div>
<div class="u-align-right u-container-style u-layout-cell u-size-30 u-layout-cell-2">
<div class="u-container-layout u-container-layout-2">
<h2 class="u-text u-text-1">Satellite Image Deduplication</h2>
<p class="u-text u-text-2">For this project, a deduplication dataset was first created using a base satellite images dataset. The steps involved in this step were dataset generation, eda, data compression & preprocessing, transfer
learning, cnn training, inference, further optimization techniques.</p>
<a href="https://docs.google.com/document/d/e/2PACX-1vTmT-gTT2HYJu2EvAdHnd33S2q-Wtw1nLJsgP5TxPChWTZCDQAebScix2mqvdxtJFzTJdujnQPwAhNI/pub" class="u-border-2 u-border-palette-1-base u-btn u-button-style u-none u-btn-1"
target="_blank">Read White Paper</a>
<a href="https://colab.research.google.com/drive/19EcKjuzSXqN-Ase9AWUephE9wshOiSrl?usp=sharing" class="u-active-none u-border-2 u-border-palette-1-base u-btn u-btn-rectangle u-button-style u-hover-none u-none u-btn-2"
target="_blank">View Code</a>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="u-clearfix u-hidden-md u-hidden-sm u-hidden-xs u-section-5" id="carousel_b956">
<div class="u-clearfix u-sheet u-sheet-1">
<div class="u-clearfix u-expanded-width u-layout-wrap u-layout-wrap-1">
<div class="u-layout">
<div class="u-layout-row">
<div class="u-container-style u-layout-cell u-size-30 u-layout-cell-1">
<div class="u-container-layout u-container-layout-1">
<h2 class="u-text u-text-1">Pre-owned Cars Price Modelling</h2>
<p class="u-text u-text-2">While working at Spinny, being the first person on the in-house Data Science, I formalized the data science pathway for the cogs involved in impletementing ML in multiple verticals of the organization such
as purchase cost, repair estimate, sale price, demand & price prediction. Major part of the job was to predict the cars’ selling price.</p>
<a href="https://spinny.com" class="u-active-none u-border-2 u-border-palette-1-base u-btn u-btn-rectangle u-button-style u-hover-none u-none u-btn-1" target="_blank">Model In Action</a>
</div>
</div>
<div class="u-container-style u-image u-layout-cell u-size-30 u-image-1" data-image-width="1600" data-image-height="913">
<div class="u-container-layout u-container-layout-2"></div>
</div>
</div>
</div>
</div>
<a href="https://gndp.medium.com/machine-learning-challenges-in-a-used-car-sales-companies-like-spinny-ee1115dae08a" class="u-border-2 u-border-palette-1-base u-btn u-button-style u-none u-btn-2" target="_blank">Read More</a>
</div>
</section>
<section class="u-clearfix u-hidden-lg u-hidden-xl u-section-6" id="carousel_3a1c">
<div class="u-clearfix u-sheet u-sheet-1">
<div class="u-clearfix u-expanded-width u-layout-wrap u-layout-wrap-1">
<div class="u-layout">
<div class="u-layout-row">
<div class="u-container-style u-image u-layout-cell u-size-30 u-image-1" data-image-width="1600" data-image-height="913">
<div class="u-container-layout u-container-layout-1"></div>
</div>
<div class="u-container-style u-layout-cell u-size-30 u-layout-cell-2">
<div class="u-container-layout u-container-layout-2">
<h2 class="u-text u-text-1">Pre-owned Cars Price Modelling</h2>
<p class="u-text u-text-2">While working at Spinny, being the first person on the in-house Data Science, I formalized the data science pathway for the cogs involved in impletementing ML in multiple verticals of the organization such
as purchase cost, repair estimate, sale price, demand & price prediction. Major part of the job was to predict the cars’ selling price.</p>
<a href="https://spinny.com" class="u-active-none u-border-2 u-border-palette-1-base u-btn u-btn-rectangle u-button-style u-hover-none u-none u-btn-1" target="_blank">Model In Action</a>
</div>
</div>
</div>
</div>
</div>
<a href="https://gndp.medium.com/machine-learning-challenges-in-a-used-car-sales-companies-like-spinny-ee1115dae08a" class="u-border-2 u-border-palette-1-base u-btn u-button-style u-none u-btn-2" target="_blank">Read More</a>
</div>
</section>
<section class="u-clearfix u-section-7" id="carousel_029b">
<div class="u-clearfix u-sheet u-sheet-1">
<div class="u-clearfix u-expanded-width u-layout-wrap u-layout-wrap-1">
<div class="u-layout">
<div class="u-layout-row">
<div class="u-container-style u-image u-layout-cell u-size-30 u-image-1" data-image-width="1500" data-image-height="1000">
<div class="u-container-layout u-container-layout-1"></div>
</div>
<div class="u-align-right u-container-style u-layout-cell u-size-30 u-layout-cell-2">
<div class="u-container-layout u-container-layout-2">
<h2 class="u-text u-text-1">On Device Hot-Keyword Detection</h2>
<p class="u-text u-text-2">Ever wondered why you can’t rename “Ok Google” or “Alexa” to a custom keyword like Jarvis. This question made me start my ML journey. The project itself wasn’t a great success in terms of machine learning,
however, I was able to make an android app that listened to and acted on custom keywords even in vernacular languages.</p>
<a href="https://bitbucket.org/gndpsingh/virtual-vernacular-personal-assistant/src/master/" class="u-active-none u-border-2 u-border-palette-1-base u-btn u-btn-rectangle u-button-style u-hover-none u-none u-btn-1"
target="_blank">Bitbucket</a>
</div>
</div>
</div>
</div>
</div>
<a href="https://vimeo.com/309319358" class="u-border-2 u-border-palette-1-base u-btn u-button-style u-none u-btn-2" target="_blank">Watch Video</a>
</div>
</section>
<section class="u-clearfix u-hidden-md u-hidden-sm u-hidden-xs u-section-8" id="carousel_bfd5">
<div class="u-clearfix u-sheet u-sheet-1">
<div class="u-clearfix u-expanded-width u-layout-wrap u-layout-wrap-1">
<div class="u-layout">
<div class="u-layout-row">
<div class="u-container-style u-layout-cell u-size-30 u-layout-cell-1">
<div class="u-container-layout u-container-layout-1">
<h2 class="u-text u-text-1">Mobile and Web Apps</h2>
<p class="u-text u-text-2">I have worked on multiple frontend and backend products and created apps from scratch as well as worked on a large scale app with 100m+ downloads on Play Store. Following a UX-centric approach while
developing UI and backends, I tend to make the code and product as intuitive as possible while keeping the future scope in mind and documenting extensively.</p>
</div>
</div>
<div class="u-container-style u-image u-layout-cell u-size-30 u-image-1" data-image-width="1600" data-image-height="1067">
<div class="u-container-layout u-container-layout-2"></div>
</div>
</div>
</div>
</div>
<a href="https://gndp.medium.com/what-can-you-learn-from-a-fast-moving-tech-career-a841ff84b7e9" class="u-border-2 u-border-palette-1-base u-btn u-button-style u-none u-btn-1" target="_blank">Read More</a>
</div>
</section>
<section class="u-clearfix u-hidden-lg u-hidden-xl u-section-9" id="carousel_649f">
<div class="u-clearfix u-sheet u-sheet-1">
<div class="u-clearfix u-expanded-width u-gutter-0 u-layout-wrap u-layout-wrap-1">
<div class="u-layout">
<div class="u-layout-row">
<div class="u-container-style u-image u-layout-cell u-size-30 u-image-1" data-image-width="1600" data-image-height="1067">
<div class="u-container-layout u-container-layout-1"></div>
</div>
<div class="u-container-style u-layout-cell u-size-30 u-layout-cell-2">
<div class="u-container-layout u-container-layout-2">
<h2 class="u-text u-text-1">Mobile and Web Apps</h2>
<p class="u-text u-text-2">I have worked on multiple frontend and backend products and created apps from scratch as well as worked on a large scale app with 100m+ downloads on Play Store. Following a UX-centric approach while
developing UI and backends, I tend to make the code and product as intuitive as possible while keeping the future scope in mind and documenting extensively.</p>
</div>
</div>
</div>
</div>
</div>
<a href="https://gndp.medium.com/what-can-you-learn-from-a-fast-moving-tech-career-a841ff84b7e9" class="u-border-2 u-border-palette-1-base u-btn u-button-style u-none u-btn-1" target="_blank">Read More</a>
</div>
</section>
<section class="u-clearfix u-custom-color-1 u-section-10" id="carousel_0b8a">
<div class="u-clearfix u-sheet u-valign-middle u-sheet-1">
<h6 class="u-align-center u-custom-font u-font-courier-new u-text u-text-1">“Our intelligence is what makes us human, and AI is an extension of that quality.” – Yann LeCun</h6>
</div>
</section>
<section class="u-clearfix u-section-11" id="sec-39cc">
<div class="u-clearfix u-sheet u-sheet-1"></div>
</section>
<section class="u-align-left u-clearfix u-hidden-md u-hidden-sm u-hidden-xs u-section-12" id="sec-b131">
<h1 class="u-align-center u-text u-text-1">I'm always keen to work on interesting projects in:</h1>
<img class="u-expanded-width u-image u-image-1" src="images/ml-cloud.png" data-image-width="2790" data-image-height="1426">
</section>
<section class="u-align-left u-clearfix u-hidden-lg u-hidden-xl u-section-13" id="carousel_fa40">
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<h3 class="u-align-center-md u-align-center-sm u-align-center-xs u-text u-text-1">I'm always keen to work on interesting projects in:</h3>
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<h3 class="u-text u-text-1">Get in touch</h3>
<p class="u-text u-text-2">I’m open for mentorship, freelance and full-time work opportunities or just chat. Feel free to get in touch</p>
<a href="mailto:gndpsingh@gmail.com?subject=Hey%20Gundeep!%20%F0%9F%91%8B" class="u-border-2 u-border-black u-btn u-button-style u-hover-black u-none u-text-black u-text-hover-white u-btn-1">gndpsingh@gmail.com<span
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