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<!DOCTYPE html>
<html lang="en" class="a0">
<head>
<meta charset="UTF-8" />
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title> Rushabh's Portfolio </title>
<link rel="shortcut icon" href="images/logo/avatar.png" sizes="192x192" type="image/png" />
<!-- ===== CSS Files ===== -->
<link rel="stylesheet" href="css/glightbox.min.css" />
<link rel="stylesheet" href="css/animate.css" />
<link rel="stylesheet" href="css/apexcharts.css" />
<link rel="stylesheet" href="css/tailwind.css" />
<link rel="stylesheet" href="css/owl.carousel.min.css">
<link rel="stylesheet" href="css/owl.theme.default.min.css">
<!-- ===== Alpine JS ===== -->
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.2.1/jquery.min.js"></script>
<script defer src="./js/alpine.min.js"></script>
<script src="js/wow.min.js"></script>
<script type="text/javascript" src="js/readmore.min.js"></script>
<script src="./js/owl.carousel.min.js"></script>
<script>
// ===== wow js
new WOW().init();
</script>
</head>
<body x-data="
{
scrolledFromTop: false
}
" x-init="window.pageYOffset >= 50 ? scrolledFromTop = true : scrolledFromTop = false" @scroll.window="window.pageYOffset >= 50 ? scrolledFromTop = true : scrolledFromTop = false" class="a1 dark:a2">
<!-- ===== Header start ===== -->
<header x-data="
{
navbarOpen: false,
dropdownOpen: false
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<div class="ae">
<div class="af ag aa ac ah">
<div class="aj ak">
<a href="index.html" :class="scrolledFromTop && '!al lg:!am' " class="an ab a2h lg:aW">
<img src="images/logo/logo-light.svg" alt="logo" class="ab dark:ao" />
<img src="images/logo/logo-dark.svg" alt="logo" class="ao ab dark:an" />
</a>
</div>
<div class="aa ab ac ap ak">
<div>
<button @click="navbarOpen = !navbarOpen" :class="navbarOpen && 'navbarTogglerActive' " id="navbarToggler" class="aq ar as/2 an at/2 au av aw[6px] ax focus:ay lg:ao">
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<nav :class="!navbarOpen && 'ao' " id="navbarCollapse" class="aq ar aG ab aH[250px] au a1 al aI aJ dark:a2 lg:aK lg:an lg:ab lg:aj lg:a7 lg:aL lg:aM dark:lg:a7">
<ul class="aN lg:aa">
<li>
<a href="#home" class="a3q scroll-menu aa am a2B aQ hover:aR dark:aS dark:hover:aR lg:aU lg:aV lg:aW xl:aX 2xl:aY"> Home </a>
</li>
<li>
<a href="#education" class="a3q scroll-menu aa am a2B aQ hover:aR dark:aS dark:hover:aR lg:aU lg:aV lg:aW xl:aX 2xl:aY"> Education </a>
</li>
<li>
<a href="#experience" class="a3q scroll-menu aa am a2B aQ hover:aR dark:aS dark:hover:aR lg:aU lg:aV lg:aW xl:aX 2xl:aY"> Experience </a>
</li>
<li>
<a href="https://rushabh.info/" onclick="window.open('https://rushabh.info/react-blog-github')" class="a3q scroll-menu aa am a2B aQ hover:aR dark:aS dark:hover:aR lg:aU lg:aV lg:aW xl:aX 2xl:aY"> Blog </a>
</li>
<li>
<a href="#contact" class="a3q scroll-menu aa am a2B aQ hover:aR dark:aS dark:hover:aR lg:aU lg:aV lg:aW xl:aX 2xl:aY"> Contact </a>
</li>
</ul>
</nav>
</div>
<div class="aa ap a1l lg:a1m xl:a1n 2xl:a1o">
<div class="a1p">
<label for="darkToggler" class="aa a1q a1r a1s ac a1t a1u a1v dark:a1w[#1E2763]">
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<div class="ao sm:aa">
<a href="images/resume/resume.pdf" target="_blank" class="a3q aa ac a1t a1u a1C a1D aw[9px] a1E a1F aP aQ a1G hover:a1H hover:a1A hover:aT dark:a1I dark:aT dark:hover:a1 dark:hover:aR lg:px-4 2xl:px-8"> Resume </a>
</div>
</div>
</div>
</div>
</div>
</header>
<!-- ===== Header end ===== -->
<!-- ===== Hero Section start ===== -->
<section id="home" class="a3p dark:a2 af a2E a3r a3s">
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<div class="a3t aH[720px] a2G">
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<img src="images/logo/hero1-dark.svg" alt="ayroui" class="floating dark:ao" />
<h1 class="a1N a2o a1P a2p a1k dark:aT md:a2Q[45px]"></h1>
<p class="a3q a3t a1N aH[620px] a2B a1R aQ dark:aT"> A ML enthusiast by day, a PhD student by noon and a investor by night. I am more than what meets the eye. To know more, keep scrolling! </p>
<div class="a3u a1W aa a1L ac a1t sm:a3v">
<div class="aZ af a3w a3x sm:a3y">
<a href="https://twitter.com/rushabhpatel5" class="aV a1c" name="social icon" aria-label="social icon">
<img src="images/social/twitter.svg">
</a>
</div>
<div class="aZ af a3w a3x sm:a3y">
<a href="https://www.linkedin.com/in/rushabhpatel5/" class="aV a1c" name="social icon" aria-label="social icon">
<img src="images/social/linkedin.svg">
</a>
</div>
<div class="aZ af a3w a3x sm:a3y">
<a href="https://github.com/rushabh31" name="social icon" aria-label="social icon">
<img src="images/social/github.svg">
</a>
</div>
<div class="aZ af a3w a3x sm:a3y">
<a href="mailto:[email protected]" class="aV a1c" name="social icon" aria-label="social icon">
<img src="images/social/gmail.svg">
</a>
</div>
<div class="aZ af a3w a3x sm:a3y">
<a href="https://stackoverflow.com/users/7120667/rushabh-patel" class="aV a1c" name="social icon" aria-label="social icon">
<img src="images/social/stackoverflow.svg">
</a>
</div>
</div>
<div class="a1t">
<a href="images/resume/resume.pdf" target="_blank" class="a3q a1u a1A a22 a1E a1F aP aT hover:a2X dark:hover:bg-opacity-90"> Download Resume </a>
</div>
</div>
</div>
</div>
</div>
<div class="aq a8 a1a a2Z a2w ab a3z" style="
background-image: linear-gradient(
180deg,
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</section>
<!-- ===== Hero Section end ===== -->
<!-- ===== Brands Section start ===== -->
<section class="a3p dark:a2">
<div class="ae">
<div class="wow fadeInUp a3A dark:a2l[#2D2C4A]" data-wow-delay="0s">
<h2 class="a3q a1W a2G a2B a1P a1k dark:aT sm:a2B"> Worked with these organizations </h2>
<div class="ag aa a1L ac a1t">
<div class="ak">
<a href="https://evolutioniq.com/" target="_blank" rel="nofollow noopenner" class="a1W aa aH[170px] a1t">
<img src="images/brands/eiq.png" alt="ayroui" class="a3t ao a3B a2G dark:an" />
<img src="images/brands/eiq.png" alt="ayroui" class="a3t a3B a2G dark:ao" />
</a>
</div>
<div class="ak">
<a href="https://att.com" target="_blank" rel="nofollow noopenner" class="a1W aa aH[170px] a1t">
<img src="images/brands/att-dark.png" alt="lineicons" class="a3t ao a32 a2G dark:an" />
<img src="images/brands/att-light.svg" alt="lineicons" class="a3t a32 a2G dark:ao" />
</a>
</div>
<div class="ak">
<a href="https://chop.edu" target="_blank" rel="nofollow noopenner" class="a1W aa aH[170px] a1t">
<img src="images/brands/chop.png" alt="lineicons" class="a3t ao a1y a2G dark:an" />
<img src="images/brands/chop.png" alt="lineicons" class="a3t a1y a2G dark:ao" />
</a>
</div>
<div class="ak">
<a href="https://vnshealth.org" target="_blank" rel="nofollow noopenner" class="a1W aa aH[170px] a1t">
<img src="images/brands/VNS-Health-Logo-dark.png" alt="tailgrids" class="a3t ao a32 a2G dark:an" />
<img src="images/brands/VNS-Health-Logo-light.png" alt="tailgrids" class="a3t a1y a2G dark:ao" />
</a>
</div>
<div class="ak">
<a href="https://jvion.com" target="_blank" rel="nofollow noopenner" class="a1W aa aH[170px] a1t">
<img src="images/brands/jvion-logo.png" alt="ayroui" class="a3t ao a1y a2G dark:an" />
<img src="images/brands/jvion-logo.png" alt="ayroui" class="a3t a1y a2G dark:ao" />
</a>
</div>
</div>
</div>
</div>
</section>
<!-- ===== Brands Section end ===== -->
<!-- ===== Team Section start ===== -->
<section id="education" class="a3p dark:a2 a36 a2l[#F3F4F4] a1J[120px] a1T dark:a2l[#2D2C4A]">
<div class="ae">
<div class="wow fadeInUp a3t a3C aH[590px] a2G md:a30" data-wow-delay="0s">
<span class="a3q a2d aO a1P aR sm:a1O">
<div style="width:100%; height:100%">
<img style="margin-left: auto;
margin-right: auto; margin-bottom: 3rem;
display: block;" src="images/education/hat.svg" alt="logo" class="floating" width="70%" />
</div> Degrees
</span>
<h2 class="a3q a2d a2o a1P a2p aR dark:aT md:a2Q[45px]"> Education </h2>
<blockquote>
<p class="a3q a1O a1R aQ dark:aS"> Live as if you were to die tomorrow. Learn as if you were to live forever. <i> — Mahatma Gandhi</i>
</p>
</blockquote>
</div>
<div class="ag aa a1L">
<div class="ab ak sm:a1M lg:a1M/3">
<div class="a3D aZ wow fadeInUp a1W au a3E a21 a1v a1f a2G a1G a1H dark:a3F dark:a3" data-wow-delay="0s">
<div class="a2a a2c a1i" style="display: inline-block;
width: 130px;
height: 130px;
background: url(https://licensing.auburn.edu/wp-content/uploads/2020/02/Seal1.jpg);
background-position: 50% 50%;
background-size: cover;
border-radius: 50%;"></div>
<div>
<h3 class="a3q a2s a1O aP a1k dark:aT"> Auburn University, Alabama </h3>
<p class="a3q a2d aO a1R aQ dark:aS"> Ph.D in Computer Science <br> (2020 - Present) </p>
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<h3 class="a3q a2s a1O aP a1k dark:aT"> University of Illinois, Springfield IL </h3>
<p class="a3q a2d aO a1R aQ dark:aS"> MS in Computer Science <br> (Jan 2016 - May 2017) </p>
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<h3 class="a3q a2s a1O aP a1k dark:aT"> SIT, Pune, India </h3>
<p class="a3q a2d aO a1R aQ dark:aS"> B.Tech in Computer Science <br> (July 2011 - May 2015) </p>
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</section>
<!-- ===== Team Section end ===== -->
<!-- ===== Roadmap Section start ===== -->
<section id="experience" class="a3p dark:a2 af a2E aw[120px]" style="margin-top: -5rem;">
<div class="ae">
<div class="wow fadeInUp a3t a3C aH[590px] a2G md:a30" data-wow-delay="0s">
<div style="width:100%; height:100%">
<img style="margin-left: auto;
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display: block;" src="images/skills/work.svg" alt="logo" class="floating" width="35%" />
</div>
<span class="a3q a2d a2B a1P aR sm:a1O"> Roadmap </span>
<h2 class="a3q a2d a2o a1P a2p a1k dark:aT md:a2Q[45px]"> Work Experience </h2>
<blockquote>
<p class="a3q a1O a1R aQ dark:aS"> The only source of knowledge is experience. <i> — Albert Einstein</i>
</p>
</blockquote>
</div>
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<span class="aq a8 a3J ao a2w aD[2px] a3 dark:a1w[#2D2C4A] md:a3K/2 md:an"></span>
<!-- Experience - VNS Health: Senior ML Engineer -->
<div class="ab ak md:a1M/2">
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<article>
<div class="read-more js-read-more" style="margin-top:auto; margin-bottom:auto;text-align:left;" data-rm-words="40">
<h6 class="a3q a2G a2B a1P a1k dark:aT"> VNS Health, New York </h6>
<h6 class="a3q a2G aR a1O a1P a1k dark:a3R"> Senior ML Engineer </h6>
<p class="a2s a3q a2G a1F aP aQ dark:aS">
<i>(Dec'22 - Present)</i>
</p>
<ul style="list-style-type: square;" class="a3q a3S a1F a1R aQ dark:aS">
<li>Designs and implements scalable and reliable machine learning (ML) systems used to develop, test, and deploy machine learning models.</li>
<li>Leverages technologies and platforms to support reproducible feature engineering and optimized machine learning model deployment at scale.</li>
<li> Creates robust monitoring solutions to understand model performance and manage model life cycles via a centralized model registry.</li>
<li>Partners with data scientists and IT data engineers to understand business priorities, frame machine learning problems, and architect machine learning solutions.</li>
<li>Ensures data quality throughout all stages of acquisition and processing, including data sourcing/collection, ground truth generation, normalization, and transformation.</li>
<li>Identifies gaps and evaluates relevant tools and cloud computing technologies as needed to improve machine learning processes and build effective solutions.</li>
<br>
<div class="ao dark:an"><p style="color:#E4F995">Technology Stack: Python, Airflow, Snowflake, Amazon AWS, SQL, Docker.</p></div>
<div class="dark:ao"><p style="color:#F56297">Technology Stack: Python, Airflow, Snowflake, Amazon AWS, SQL, Docker.</p></div>
</ul>
</div>
</article>
<div class="a1N aa ac a1t a3G">
<img src="images/skills/python.svg" width="30" height="30">
<img src="images/skills/r.svg" width="30" height="30">
<img src="images/skills/sql.png" width="30" height="30">
<img src="images/skills/snowflake.png" width="30" height="30">
<img src="images/skills/docker.svg" width="30" height="30">
<img src="images/skills/airflow.png" width="30" height="30">
<img src="images/skills/aws.png" width="30" height="30">
</div>
</div>
</div>
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<div class="ab ak md:a1M/2"></div>
<!-- Experience - EvolutionIQ: Senior ML Engineer -->
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<article>
<div class="read-more js-read-more" style="margin-top:auto; margin-bottom:auto;text-align:left;" data-rm-words="40">
<h6 class="a3q a2G a2B a1P a1k dark:aT"> EvolutionIQ, New York </h6>
<h6 class="a3q a2G aR a1O a1P a1k dark:a3R"> Senior ML Engineer </h6>
<p class="a2s a3q a2G a1F aP aQ dark:aS">
<i>(October'22 - Dec'22)</i>
</p>
<ul style="list-style-type: square;" class="a3q a3S a1F a1R aQ dark:aS">
<li>Build ML models for production use.</li>
<li>Perform in-depth exploratory data analysis to scope ML opportunities, identify potential issues in the data, and lay the groundwork for model design, training & evaluation strategies.</li>
<li> Suggest and implement new features to improve model performance and business logic.</li>
<li>Write and review production-quality PRs daily.</li>
<li>Translate client business problems into ML problems.</li>
<li>Build scalable machine learning models for claim time series forecasting and NLP text understanding.</li>
<li>Continue to grow and learn in the data & ML space with a focus on business problems that require making sense of large-scale structured and unstructured datasets.</li>
<br>
<div class="ao dark:an"><p style="color:#E4F995">Technology Stack: Python, Tensorflow, PyTorch, Dagster, BigQuery, Vertex AI, GCP, Terraform, Spark, Kubernetes.</p></div>
<div class="dark:ao"><p style="color:#F56297">Technology Stack: Python, Tensorflow, PyTorch, Dagster, BigQuery, Vertex AI, GCP, Terraform, Spark, Kubernetes.</p></div>
</ul>
</div>
</article>
<div class="a1N aa ac a1t a3G">
<img src="images/skills/python.svg" width="30" height="30">
<img src="images/skills/tf.svg" width="30" height="30">
<img src="images/skills/dagster.jpeg" width="30" height="30">
<img src="images/skills/docker.svg" width="30" height="30">
<img src="images/skills/kubernetes.svg" width="30" height="30">
<img src="images/skills/bigquery.svg" width="30" height="30">
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<!-- Experience - AT&T: Senior Data Scientist -->
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height: 100px;
background: url(https://www.att.com/shopcms/media/att/2014/global/social-logo/logo-att-color-trans-200x200.png);
background-position: 50% 50%;
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border-radius: 50%;"></div>
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<article>
<div class="read-more js-read-more" style="margin-top:auto; margin-bottom:auto;text-align:left;" data-rm-words="40">
<h6 class="a3q a2G a2B a1P a1k dark:aT"> AT&T, New York </h6>
<h6 class="a3q a2G a1O a1P aR"> Senior Data Scientist </h6>
<p class="a2s a3q a2G a1F aP aQ dark:aS">
<i>(June'22 - October'22)</i>
</p>
<ul style="list-style-type: square; justify-items: stretch;" class="a3q a3S a1F a1R aQ dark:aS">
<li>Working hand-in-hand with our industry partner on the cutting edge of the intersection of databases, knowledge graphs, and artificial intelligence.</li>
<li>Contribute to the development of a product for solving real-world, large-scale problems using knowledge graph technology.</li>
<li> Design and development of artificial intelligence and machine learning applications built upon the knowledge graph technology.</li>
<br>
<div class="ao dark:an"><p style="color:#E4F995">Technology Stack: Python, Azure Databricks, Pyspark, Palantir, REL, Julia, SQL.</p></div>
<div class="dark:ao"><p style="color:#F56297">Technology Stack: Python, Azure Databricks, Pyspark, Palantir, REL, Julia, SQL.</p></div>
</ul>
</div>
</article>
<div class="a1N aa ac a1t a3G">
<img src="images/skills/python.svg" width="30" height="30">
<img src="images/skills/julia.svg" width="30" height="30">
<img src="images/skills/databricks.svg" width="30" height="30">
<img src="images/skills/mysql.svg" width="30" height="30">
</div>
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<!-- Experience - CHOP: Applied Data Scientist II-->
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background: url(data:image/png;base64,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);
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<article>
<div class="read-more js-read-more" style="margin-top:auto; margin-bottom:auto;text-align:left;" data-rm-words="40">
<h6 class="a3q a2G a1O a1P a1k dark:aT"> Children's Hospital of Philadelphia </h6>
<h6 class="a3q a2G a1O a1P aR"> Applied Data Scientist II </h6>
<p class="a2s a3q a2G a1F aP aQ dark:aS">
<i>(June'20 - June'22)</i>
</p>
<ul style="list-style-type: square; justify-items: stretch;" class="a3q a3S a1F a1R aQ dark:aS">
<li>Applying natural language processing methods to clinical text to extract structured information.</li>
<li>Using the latest deep learning techniques to classify imaging studies.</li>
<li>Applying statistical models (with a focus on Bayesian methods) to assist researchers in analyzing missing, erroneous, or incomplete patient data.</li>
<li>Implement statistical and machine learning models, large-scale, cloa3Y data processing pipelines, and off the shelf solutions for test and evaluation; interpret data to assess algorithm performance.</li>
<li>Develop novel ways to apply published machine learning models to imperfect clinical data including the development of training datasets.</li>
<li>Develop high-quality, secure code implementing models and algorithms as application programming interfaces or other service-oriented software implementations.</li>
<li>Manage and scale applications using container technology and cloa3Z managed services.</li>
<br>
<div class="ao dark:an"><p style="color:#E4F995">Technology Stack: Python, Apache Spark, BigQuery, Kubernetes, Argo, Dataflow, Apache Beam, Terraform, Docker, R.</p></div>
<div class="dark:ao"><p style="color:#F56297">Technology Stack: Python, Apache Spark, BigQuery, Kubernetes, Argo, Dataflow, Apache Beam, Terraform, Docker, R.</p></div>
</ul>
</div>
</article>
<div class="a1N aa ac a1t a3G">
<img src="images/skills/python.svg" width="30" height="30">
<img src="images/skills/tf.svg" width="30" height="30">
<img src="images/skills/docker.svg" width="30" height="30">
<img src="images/skills/kubernetes.svg" width="30" height="30">
<img src="images/skills/r.svg" width="30" height="30">
<img src="images/skills/dataflow.svg" width="30" height="30">
<img src="images/skills/terraform.svg" width="30" height="30">
<img src="images/skills/bigquery.svg" width="30" height="30">
</div>
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</div>
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<!-- Experience - VNS Health: Data Scientist -->
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<div class="a2c a1i" style="display: inline-block; margin-bottom: -20px;
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<h6 class="a3q a2B a2G a1P a1k dark:aT"> VNS Health, New York </h6>
<h6 class="a3q a1O a2G a1P aR"> Data Scientist </h6>
<p class="a2s a3q a1F a2G aP aQ dark:aS">
<i>(February'19 - June'20)</i>
</p>
<ul style="list-style-type: square; justify-items: stretch;" class="a3q a3S a1F a1R aQ dark:aS">
<li>Develop, build, test and deploy machine learning algorithms to support development of business processes for healthcare organization and subsidiary health plan provider, to improve business outcomes and quality of care.</li>
<li>Create and maintain framework for deploying machine learning algorithms using APIs.</li>
<li>Utilize resulting applications to implement, track and monitor predictive models used to guide business decisions.</li>
<li>Engineer computational solutions and develop algorithms and applications to meet the predictive needs of clinical and business units across the Visiting Nurse Service of New York.</li>
<li>Identify clusters of sub-populations of patients who may benefit from targeted care-management strategies: improves positive predicted value for patient outcomes based on sub-modeling for each cluster.</li>
<li>Ensure accuracy of deployed algorithms is monitored on an ongoing basis; alert management when algorithm performance declines, identify causes.</li>
<li>Ensure data quality throughout all stages of acquisition and processing, including sourcing, collection, ground truth generation, normalization & transformation.</li>
<br>
<div class="ao dark:an"><p style="color:#E4F995">Technology Stack: R, SQL, Python, Random Forest, XGBoost, Light GBM, Regression, Clustering, KNN, GBM, PCA, SVD.</p></div>
<div class="dark:ao"><p style="color:#F56297">Technology Stack: R, SQL, Python, Random Forest, XGBoost, Light GBM, Regression, Clustering, KNN, GBM, PCA, SVD.</p></div>
</ul>
</div>
</article>
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<h6 class="a3q a2G a2B a1P a1k dark:aT"> Jvion </h6>
<h6 class="a3q a2G a1P a1k dark:aT"> Data Scientist </h6>
<p class="a2s a3q a2G a1F aP aQ dark:aS">
<i>(June'17 - Jan'19)</i>
</p>
<ul style="list-style-type: square; justify-items: stretch;" class="a3q a3S a1F a1R aQ dark:aS">
<li>Design statistical models/programs using R/Python to successfully test hypotheses and answer targeted questions in healthcare outcomes research.</li>
<li>Design algorithms for the recommended actions/interventions that will best prevent adverse events and deterioration.</li>
<li> Cluster analysis for identifying sub-populations of complex patients who may benefit from targeted care management strategies and improvising positive predicted value for patient outcome by sub-modelling on each cluster.</li>
<li>Perform analysis on the targets including hospital readmission among Acute Myocardial Infarction (AMI) patients, IP visits, ER visits, MRSA among diabetes patients, congestive heart failure,Clostridium difficile (C. diff.), pressure injury,sepsis and fall-injury.</li>
<li>Writing complex SQL queries for data investigation and mapping to extract data for analysis.</li>
<li> Build algorithms to reduce predictive analytics in driving population-level insights and the expected ROI from predictive population health analytic solutions.</li>
<li>Report and visualize results of statistical analyses, in the form of graphs, charts, and tables using Tableau.</li>
<br>
<div class="ao dark:an"><p style="color:#E4F995">Technology Stack: R, SQL, Python, Apache Spark, Tableau, H2O, Random Forest, XGBoost, HDBSCAN Clustering, KNN, GBM, PCA, SVD.</p></div>
<div class="dark:ao"><p style="color:#F56297">Technology Stack: R, SQL, Python, Apache Spark, Tableau, H2O, Random Forest, XGBoost, HDBSCAN Clustering, KNN, GBM, PCA, SVD.</p></div>
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<h6 class="a3q a2G a2B a1P a1k dark:aT"> Byron Ruth </h6>
<h6 class="a3q a2G a1O a1P a1k dark:aT"> Director of Developer Relations </h6>
<h6 class="a3q a2G a41 a1P aR dark:aR"> Synadia, Los Angeles, CA </h6>
<article>
<div class="a3q read-more js-read-more" style="margin-top:auto; margin-bottom:auto;text-align:left;" data-rm-words="30">
<p class="a3q a1F a1R a2f aQ dark:aS"> “I interfaced with Rushabh on a semi-regular basis. The team he was on were active users of computational environment my team and I built for biomedical research. They were essentially dog-fooding this environment on behalf of the overarching program our teams were apart of. The basis reasoning was that if it didn't work for Rushabh and the team he was on, it likely wouldn't work for anyone else. Rushabh was very helpful in the early design and testing phases and provided thoughtful, constructive feedback as well as contributed code changes. He promoted the environment and help teach other researchers how to use it effectively. It was a pleasure to work with Rushabh and if our paths cross again, I would be delighted to work with him.” </p>
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<a href="https://www.linkedin.com/in/harivony-rakotoarivelo-32214219/)" class="a2Q[#B6BFC9] hover:aR dark:aT dark:hover:aR" name="social-link" aria-label="social-link">
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<h6 class="a3q a2G a2B a1P a1k dark:aT"> Harivony Rakotoarivelo </h6>
<h6 class="a3q a2G a1O a1P a1k dark:aT"> Manager, Data Science </h6>
<h6 class="a3q a2G a41 a1P aR dark:aR"> VNS Health, NYC, New York </h6>
<article>
<div class="a3q read-more js-read-more" style="margin-top:auto; margin-bottom:auto;text-align:left;" data-rm-words="30">
<p class="a3q a1F a1R a2f aQ dark:aS"> “Rushabh was a great colleague and a valuable contributor to our team at the Visiting Nurse Service of New York. He is curious, strong technically and an avid problem solver. As a teammate, he was always able to bring fresh perspectives to the problem at hand and willing to transfer knowledge. Rushabh would be an asset to any team.” </p>
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</article>
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<!--END OF TESTIMONIAL 2-->
<!--TESTIMONIAL 3 -->
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<h6 class="a3q a2G a2B a1P a1k dark:aT"> Naomi Shinoda </h6>
<h6 class="a3q a2G a1O a1P a1k dark:aT"> Director, Data Science </h6>
<h6 class="a3q a2G a41 a1P aR dark:aR"> VNS Health, NYC, New York </h6>
<article>
<div class="a3q read-more js-read-more" style="margin-top:auto; margin-bottom:auto;text-align:left;" data-rm-words="30">
<p class="a3q a1F a1R a2f aQ dark:aS"> “Having served as Rushabh's manager at the Visiting Nurse Service of New York, I can attest to his dedication, discipline, and his passion to continually grow in his field. Rushabh elevated our data science team with his positive energy, his computer science knowledge, and his "nothing is impossible" approach to data science problems. Always eager to learn in what ways he can improve, Rushabh is the epitome of the "Ideal Team Player" (as introduced in the book by Patrick Lencioni): humble, hungry, and smart. ” </p>
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</article>
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<!--END OF TESTIMONIAL 3-->
<!--TESTIMONIAL 4 -->
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<a href="https://www.linkedin.com/in/natalievarrialekasana/)" class="a2Q[#B6BFC9] hover:aR dark:aT dark:hover:aR" name="social-link" aria-label="social-link">
<div class=" a2c a1i" style="display: inline-block;margin-bottom: -20px;
width: 80px;
height: 80px;
background: url(https://media.licdn.com/dms/image/C4E03AQGlEFdvl9WnUw/profile-displayphoto-shrink_400_400/0/1559182146426?e=1678320000&v=beta&t=h93MIW3WbVfhHbGJOP_UjW0UMyNpBh1xBu6HYzHflbw);
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<h6 class="a3q a2G a2B a1P a1k dark:aT"> Natalie Kasana </h6>
<h6 class="a3q a2G a1O a1P a1k dark:aT"> Data Science Commercial Excellence Manager </h6>
<h6 class="a3q a2G a41 a1P aR dark:aR"> Pfizer, NYC, New York </h6>
<article>
<div class="a3q read-more js-read-more" style="margin-top:auto; margin-bottom:auto;text-align:left;" data-rm-words="30">
<p class="a3q a1F a1R a2f aQ dark:aS"> “Rushabh is one of the best colleagues I’ve ever worked with. He is efficient, creative, and very technically strong. He always tries to find a solution to complex problems and never says something can’t be done. He would be a great asset to any team. ” </p>
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</article>
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<!--END OF TESTIMONIAL 4-->
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<a href="https://www.linkedin.com/in/oude-gao-338784104/)" class="a2Q[#B6BFC9] hover:aR dark:aT dark:hover:aR" name="social-link" aria-label="social-link">
<div class=" a2c a1i" style="display: inline-block;margin-bottom: -20px;
width: 80px;
height: 80px;
background: url(https://media.licdn.com/dms/image/C5603AQHavYH8SbLVNw/profile-displayphoto-shrink_400_400/0/1549296769992?e=1678320000&v=beta&t=eAnEy2N0CTTIdT0Fd7CBWq2HIDQcMwJ4nIucx2uid9g);
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<h6 class="a3q a2G a2B a1P a1k dark:aT"> Oude Gao </h6>
<h6 class="a3q a2G a1O a1P a1k dark:aT"> Manager, Health Economics </h6>
<h6 class="a3q a2G a41 a1P aR dark:aR"> VNS Health, NYC, New York </h6>
<article>
<div class="a3q read-more js-read-more" style="margin-top:auto; margin-bottom:auto;text-align:left;" data-rm-words="30">
<p class="a3q a1F a1R a2f aQ dark:aS"> “Rushabh was a great colleague of mine and a valuable asset to the team at VNSNY. As a data scientist, he became the true pioneer and created brilliant solutions to roadblocks that we were not able to break through in the field of machine learning and predictive modeling in production. His knowledge from his master/PhD study helped me personally on questions I encountered in my work, as well as the way I think about the technical side of my tasks. He's a go-getter, a person that never lets you down, and a genuine friend. I truly believe he still has great potential unrealized and would recommend him as a great fit for a lead data scientist role. ” </p>
</div>
</article>
</div>
</div>
<!--END OF TESTIMONIAL 5-->
<!--TESTIMONIAL 6 -->
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<a href="https://www.linkedin.com/in/richard-dewald-7703904/)" class="a2Q[#B6BFC9] hover:aR dark:aT dark:hover:aR" name="social-link" aria-label="social-link">
<div class=" a2c a1i" style="display: inline-block;margin-bottom: -20px;
width: 80px;
height: 80px;
background: url(https://media.licdn.com/dms/image/C4E03AQGKp-Rc4wM23Q/profile-displayphoto-shrink_400_400/0/1517683887821?e=1678320000&v=beta&t=E5A6UP8LyJlgnNurDvfxAKE-0SRVI9edDn8x96BcLlw);
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<h6 class="a3q a2G a2B a1P a1k dark:aT"> Richard DeWald </h6>
<h6 class="a3q a2G a1O a1P a1k dark:aT"> Nurse Informaticist </h6>
<h6 class="a3q a2G a41 a1P aR dark:aR"> VNS Health, NYC, New York </h6>
<article>
<div class="a3q read-more js-read-more" style="margin-top:auto; margin-bottom:auto;text-align:left;" data-rm-words="30">
<p class="a3q a1F a1R a2f aQ dark:aS"> “Rushabh Patel is far and away one of the most talented analysts and programmers I have had the pleasure of working with in my career. Not only does he have significant skills and training, he brings a curiosity, dedication to self-instruction, and ease with collaboration that is every bit as valuable, if not more than, his raw skills, extensive training, and meaningful accomplishments. He made me better at my job when I worked with him. He made my colleagues better. He made our organization function better. He left work with us which represents a first in my company's 125+ year history. Mr. Patel was a distinct pleasure to have as a colleague. I quickly learned that when he asked me for something he had already done extensive research into the problem on his own, I wouldn't be able to add to what he knew with a simple google search or by reading the relevant reference material. When I gave him advice, he took it. I can't tell you how rare that is. I never had to tell him something twice. Often after I did point him towards a solution he would circle back to me to explain what he found and offer more information he thought might help me that he came across in the process. When he moved on from our organization I was ambivalent. On the one hand, I was thrilled to see him get an opportunity he richly deserves, on the other I genuinely grieved the loss. Mr. Patel is a role model. I'm happy to know him.” </p>
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</article>
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<!--END OF TESTIMONIAL 6-->
<!--TESTIMONIAL 7 -->
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<a href="https://www.linkedin.com/in/soy-chen-40a16932/)" class="a2Q[#B6BFC9] hover:aR dark:aT dark:hover:aR" name="social-link" aria-label="social-link">
<div class=" a2c a1i" style="display: inline-block;margin-bottom: -20px;
width: 80px;
height: 80px;
background: url(https://media.licdn.com/dms/image/C5603AQEaWljEzLb_GA/profile-displayphoto-shrink_400_400/0/1615096820387?e=1678320000&v=beta&t=8YIlSdnlGGKiHcyzzg146fg6_zoLATx_45bU4Axhhmo);
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<h6 class="a3q a2G a2B a1P a1k dark:aT"> Soy Chen </h6>
<h6 class="a3q a2G a1O a1P a1k dark:aT"> Chief Data Scientist </h6>
<h6 class="a3q a2G a41 a1P aR dark:aR"> Jvion, John Creek, GA </h6>
<article>
<div class="a3q read-more js-read-more" style="margin-top:auto; margin-bottom:auto;text-align:left;" data-rm-words="30">
<p class="a3q a1F a1R a2f aQ dark:aS"> “I highly valued Rushahb's contribution and energy during his time on our Data Science team. He approached challenges with enthusiasm and always brought back interesting insights to share with the rest of the team. His energy compelled and excited us to incorporate new ideas. I could always count on Rushabh. He is thorough yet thoughtful. Rushabh knows how to navigate tricky team dynamics, negotiate for resources, and prioritize complex timelines. I have countless team successes directly attributed to him. Rushabh would no doubt be a great asset on any Data Science team out there and I still immensely appreciate our continued exchange.” </p>
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</article>
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<!--END OF TESTIMONIAL 7-->
<!--TESTIMONIAL 8 -->
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<a href="https://www.linkedin.com/in/shengqiang-chen-879337a7/)" class="a2Q[#B6BFC9] hover:aR dark:aT dark:hover:aR" name="social-link" aria-label="social-link">
<div class=" a2c a1i" style="display: inline-block;margin-bottom: -20px;
width: 80px;
height: 80px;
background: url(https://media.licdn.com/dms/image/C4E03AQGnkDZEbstH1g/profile-displayphoto-shrink_400_400/0/1517461585912?e=1678320000&v=beta&t=UORiq7fX5T-Sc-hWDlweYVy2t-NkkybkSa1hAljvjHI);
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<h6 class="a3q a2G a2B a1P a1k dark:aT"> Shengqiang Chen </h6>
<h6 class="a3q a2G a1O a1P a1k dark:aT"> Data & Applied Scientist </h6>
<h6 class="a3q a2G a41 a1P aR dark:aR"> Microsoft, Atlanta, GA </h6>
<article>
<div class="a3q read-more js-read-more" style="margin-top:auto; margin-bottom:auto;text-align:left;" data-rm-words="30">
<p class="a3q a1F a1R a2f aQ dark:aS"> “It is my pleasure to write this recommendation, as it was great to work with Rushabh in the same team. He is the most dedicated and resourceful professional in accomplishing the most challenging of tasks beyond your expectations. He possesses a deep understanding of analytics, shows excellent attention to detail, and has a great sense of humor. I and my colleagues are always impressed with his positive "can do" attitude and we are confident in all his professional abilities on any project. ” </p>
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<!--END OF TESTIMONIAL 8-->
<!--TESTIMONIAL 9 -->
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<a href="https://www.linkedin.com/in/suryavadlamani/)" class="a2Q[#B6BFC9] hover:aR dark:aT dark:hover:aR" name="social-link" aria-label="social-link">
<div class=" a2c a1i" style="display: inline-block;margin-bottom: -20px;
width: 80px;
height: 80px;
background: url(https://media.licdn.com/dms/image/C5603AQFjOgW-6lc5DA/profile-displayphoto-shrink_400_400/0/1652406744220?e=1678320000&v=beta&t=TY4kd0QWOgtbWftXnILAEbnq4VxuZF9AKLxnLVp7aVw);
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<h6 class="a3q a2G a2B a1P a1k dark:aT"> Surya Vadlamani </h6>
<h6 class="a3q a2G a1O a1P a1k dark:aT"> Sr. Director, Software Engineering </h6>
<h6 class="a3q a2G a41 a1P aR dark:aR"> Evernorth, Atlanta, GA </h6>
<article>
<div class="a3q read-more js-read-more" style="margin-top:auto; margin-bottom:auto;text-align:left;" data-rm-words="30">
<p class="a3q a1F a1R a2f aQ dark:aS"> “I have had the opportunity to work with Rushab for about 2 years when he was a data scientist at Jvion. In addition to possessing thorough skills and knowledge of AI and ML techniques and applying them to the models he built, he also thinks about the operational side of these models in supporting business in tracking daily and periodic performance variability of the models. In addition to the skills required to be a good data scientist, he is a solid team player and possesses a great attitude towards work which is often visible in times of uncertainty i.e aggressive timelines, changing requirements, not so clean input data etc. He would be a great asset to any team.” </p>
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<!--END OF TESTIMONIAL 9-->
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<a href="https://www.linkedin.com/in/victor-cheng-wei/)" class="a2Q[#B6BFC9] hover:aR dark:aT dark:hover:aR" name="social-link" aria-label="social-link">
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