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<!DOCTYPE html>
<html lang="en">
<head>
<!-- Global site tag (gtag.js) - Google Analytics -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-4Y42VWER6D"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'G-4Y42VWER6D');
</script>
<title>Arth's Website</title>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<link href="https://fonts.googleapis.com/css?family=Poppins:100,200,300,400,500,600,700,800,900" rel="stylesheet">
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</head>
<body data-spy="scroll" data-target=".site-navbar-target" data-offset="300">
<nav class="navbar navbar-expand-lg navbar-dark ftco_navbar ftco-navbar-light site-navbar-target" id="ftco-navbar">
<div class="container">
<a class="navbar-brand" href="index.html"><span>A</span>rth</a>
<button class="navbar-toggler js-fh5co-nav-toggle fh5co-nav-toggle" type="button" data-toggle="collapse" data-target="#ftco-nav" aria-controls="ftco-nav" aria-expanded="false" aria-label="Toggle navigation">
<span class="oi oi-menu"></span> Menu
</button>
<div class="collapse navbar-collapse" id="ftco-nav">
<ul class="navbar-nav nav ml-auto">
<li class="nav-item"><a href="#home-section" class="nav-link"><span>Home</span></a></li>
<li class="nav-item"><a href="#about-section" class="nav-link"><span>About</span></a></li>
<li class="nav-item"><a href="#resume-section" class="nav-link"><span>Resume</span></a></li>
<!-- <li class="nav-item"><a href="#services-section" class="nav-link"><span>Services</span></a></li> -->
<li class="nav-item"><a href="#projects-section" class="nav-link"><span>Projects</span></a></li>
<li class="nav-item"><a href="#interests-section" class="nav-link"><span>Interests</span></a></li>
<li class="nav-item"><a href="#contact-section" class="nav-link"><span>Contact</span></a></li>
</ul>
</div>
</div>
</nav>
<section class="hero-wrap js-fullheight">
<div class="overlay"></div>
<div class="container">
<div class="row no-gutters slider-text js-fullheight justify-content-center align-items-center">
<div class="col-lg-8 col-md-6 ftco-animate d-flex align-items-center">
<div class="text text-center">
<span class="subheading">Hey! I am</span>
<h1>Arth Talati</h1>
<h2>I'm a
<span
class="txt-rotate"
data-period="2000"
data-rotate='[ "Data Scientist",
"Bibliophile", "Self-Starter" ]'></span>
</h2>
</div>
</div>
</div>
</div>
</div>
<div class="mouse">
<a href="#" class="mouse-icon">
<div class="mouse-wheel"><span class="ion-ios-arrow-round-down"></span></div>
</a>
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</section>
<section class="ftco-about img ftco-section ftco-no-pt ftco-no-pb" id="about-section">
<div class="container">
<div class="row d-flex no-gutters">
<h1 class="big">About Me</h1>
<p>I am a data junkie who is skilled in solving analytical problems using quantitative approaches and developing machine learning models.
I am a self-starter, who likes to explore and learn newer methodologies of solving problems bringing ideas to fruition.
My main interests lie in applied machine learning and managing big data to solve real world problems.
</p>
<div class="col-md-6 col-lg-6 d-flex">
<div class="img-about img d-flex align-items-stretch">
<div class="overlay"></div>
<div class="img d-flex align-self-stretch align-items-center" style="background-image:url(images/grad_photo_2.jpg);">
</div>
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<div class="col-md-6 col-lg-6 pl-md-5 py-5">
<div class="row justify-content-start pb-3">
<div class="col-md-12 heading-section ftco-animate">
<style>
#customize-list{
float:left;
margin-left:20px;
list-style:none;
}
#gr_updates_widget{
float:left;
border-radius: 5px;
background-color:#fff;
border:solid #683205 10px;
-webkit-box-shadow: 0px 0px 4px 1px #595959,
inset 0px 0px 0px 1px #7D730B;
-moz-box-shadow: 0px 0px 4px 1px #595959,
inset 0px 0px 0px 1px #7D730B;
box-shadow: 0px 0px 4px 1px #595959,
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padding:15px 0 0px 15px;
width:440px;
height:665px;
}
#gr_footer{
margin-bottom:0px;
height:30px;
}
#gr_updates_widget p{
padding:0px;
margin:0;
font-size:14px;
}
#gr_footer img{
width:100px;
float:left;
}
</style>
<div id="gr_updates_widget">
<iframe sandbox id="the_iframe" src="https://goodreads.com/widgets/user_update_widget?height=700&num_updates=10&user=140634092&width=400" width="398" height="630" frameborder="0"></iframe>
<div id="gr_footer">
<a href="https://www.goodreads.com/"><img alt="Goodreads: Book reviews, recommendations, and discussion" src="https://s.gr-assets.com/images/layout/goodreads_logo_140.png" /></a>
</div>
</div>
</div>
</div>
<br>
<br>
<div class="counter-wrap ftco-animate d-flex mt-md-3">
<div class="text">
<p class="mb-4">
<span class="number" data-number="13">0</span>
<span>Projects complete</span>
</p>
<p><a href="resume_arth.pdf" class="btn btn-primary py-3 px-3">Download CV</a></p>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="ftco-section ftco-no-pb goto-here" id="resume-section">
<div class="container">
<div class="row">
<div class="col-md-3">
<nav id="navi">
<ul>
<li><a href="#page-1">Education</a></li>
<li><a href="#page-2">Experience</a></li>
<li><a href="#page-3">Skills</a></li>
<li><a href="#page-4">Awards</a></li>
</ul>
</nav>
</div>
<div class="col-md-9">
<div id="page-1" class= "page one">
<h2 class="heading">Education</h2>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date">2019-2021</span>
<h2>Master of Science in Data Science</h2>
<span class="position">University of Pennsylvania</span>
<p>Courses: Big Data Analytics, Statistics for Data Science, Machine Learning, Internet of Things and Edge Computing, Data
Science for Public policy, Database, Computational Linguistics, Computer Architecture</p>
</div>
</div>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date">2015-2019</span>
<h2>Bachelor of Technology in Electronics and Communication Engineering</h2>
<span class="position">National Institute of Technology, Surat</span>
</div>
</div>
<div id="page-2" class= "page two">
<h2 class="heading">Experience</h2>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date">July 2021 - Present</span>
<h2>Data Scientist, Sr. Specialist</h2>
<span class="position">Merck</span>
<p>Team - Human Health</p>
<p>Developing Patients Insights Engine for Non-Small Cell Lung Cancer, worked before on quantifying the impact of HPV Vaccine Hesitancy in France.</p>
</div>
</div>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date">Jan - May 2021</span>
<h2>Technical Consultant</h2>
<span class="position">FOX Entertainment & Wharton Consumer Analytics</span>
<p>Conducted in-depth evaluation of marketing campaign data to help derive insights to improve audience reach, increase ROI of future promo campaigns and suggested recommendations for future initiatives</p>
<p>Developed and refined customer segmentation models to analyse effects of social media campaigns supporting retention and long term promotional campaign profitability.</p>
</div>
</div>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date">Aug - Dec 2020</span>
<h2>Teaching Assistant</h2>
<span class="position">University of Pennsylvania</span>
<p>TA for CIS 545 Big Data Analytics course. Helped in designing home works and hosting big data on S3 instances on AWS. Developed
a guide to spin up EMR cluster using AWS CLI. Mentored 8 student groups for their final projects.</p>
<p>TA for GAFL 531 Statistics for Public Policy class. Helped students during Office hours and assisted in checking home works.</p>
</div>
</div>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date">May - Aug 2020</span>
<h2>Data Science Intern</h2>
<span class="position">C-Space and Wharton Consumer Analytics</span>
<p>Overhauled Customer Maturity Model for customer survey data of 300 publicly traded companies. Performed K-means clustering
to segment companies into separate cohorts w.r.t their public opinion. Performed sentiment analysis on customer feedback for
companies.</p>
<p>Examined financial trends by analyzing different financial indicators (like Cap-Ex, Long-Term Debt, etc) to validate clustering model
and provided detailed analyses for different industries (like Retail, Healthcare, etc).</p>
</div>
</div>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date">Jan - May 2020</span>
<h2>Research Analyst</h2>
<span class="position">Penn Data Science Group</span>
<p> Assisted the Procurement Department at university to identify high-risk transactions as part of Purchasing Services High Risk
Procurement Project.</p>
<p> Designed custom anomaly detection algorithm from Local Outlier Factor and Isolation Forests algorithm for dataset of 1.8 million
Oracle Financials invoices.</p>
<p>Presented model analysis to both technical and non-technical (Procurement Department) teams through high-level executive summaries.</p>
</div>
</div>
<div id="page-3" class= "page three">
<h2 class="heading">Skills</h2>
<div class="resume-wrap d-flex ftco-animate">
<div class="text pl-3">
<h2>Tools & Languages</h2>
<span class="position"> SQL, Python, Java, PySpark</span>
<p>PostgreSQL, MySQL, MATLAB, Neo4j, Spark, Pandas, R Shiny, AWS, Git</p>
</div>
</div>
</div>
<div id="page-4" class= "page four">
<h2 class="heading">Awards</h2>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date">2020</span>
<h2>Best Project Design - CIS 550 DataBase Course Fall 2020</h2>
<span class="position">University of Pennsylvania</span>
<p>Databases Course Capstone Project - <a href = "https://drive.google.com/file/d/1fcjRiuMAIYzdCnx-VBjEXrGF3du4kbcp/view?usp=sharing"> Video Link </a></p>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="ftco-section ftco-no-pb goto-here" id="projects-section">
<div class="container">
<div class="row">
<div class="col-md-3">
<nav id="navi">
<ul>
<li><a href="#page-1p">Projects</a></li>
</ul>
</nav>
</div>
<div class="col-md-9">
<div id="page-1p" class= "page one">
<h2 class="heading">Projects</h2>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date">Sep - Dec '20</span>
<h2>Football Freak</h2>
<span class="position">Database and Information Systems, UPenn</span>
<p>Created a soccer app using data scraped from sofifa.com hosted on AWS Lamba serverless instance. Designed a relational model
for the dataset in 3NF format deployed on AWS RDS instance with appropriate indexes and an optimal query plan to decrease the
query execution time by 10x.</p>
<p>Developed the backend for an API using Express.js using couple of middleware to abstract away the need to manually connect to
the client database.</p>
<br>
<a href= "https://github.com/varunjana/CIS550Project"> Github Repo | </a>
<a href= "https://drive.google.com/file/d/1ceEKtasxOglbj9S3QweuQKPiWOruwioB/view?usp=sharing"> Project Report </a>
<br>
<text> Video </text>
<br>
<br>
<iframe width="320" height="240" src="https://drive.google.com/file/d/1fcjRiuMAIYzdCnx-VBjEXrGF3du4kbcp/preview"></iframe>
</div>
</div>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date">Mar - May '20</span>
<h2>Deep Learning for Authorship Identification</h2>
<span class="position">Applied Machine Learning, UPenn</span>
<p> Developed multi-class classification for 50 news article authors using LSTM, Bi-LSTM, GRU neural networks at sentence and article
levels for corpora of articles.
</p>
<p>Improved the classification accuracy by 20% over the baseline LSTM model using SVM and 40 different Stylometry features.</p>
<a href= "https://github.com/arthtalati/Deep-Learning-based-Authorship-Identification"> Github Repo |
</a>
<a href= "https://drive.google.com/file/d/1pXBO-xkHcTzpl361aDIhVwMQFZ17BoYq/view?usp=sharing"> Project Report </a>
<br>
<text> Video </text>
<br>
<br>
<iframe src="https://player.vimeo.com/video/415780627" width="320" height="240" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>
</div>
</div>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date"> May - Jun '20</span>
<h2>Cook Assist</h2>
<span class="position">Applied Machine Learning, UPenn</span>
<p>
Scraped BBC-GoodFoods website for 13000+food recipes using Chromium browser and BeautifulSoup package.
</p>
<p>
Developed a R Shiny app with Neo4j DB to query the graph database to assist a cook in exploring new recipes and optimizing user time and effort spent while cooking.
</p>
<br>
<a href= "https://https://github.com/arthtalati/Neo4j-BBC-GoodFood-App"> Github Repo |
</a>
</div>
</div>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date">Apr - May '20</span>
<h2>SEPTA On-Time Performance Analysis</h2>
<span class="position">Big Data Analytics, UPenn</span>
<p>Investigated SEPTA regional rail’s claim of 91% of On-Time-Performance. Utilized TWINT API to get tweets from @SEPTA Twitter
handle and validated the claim by performing regression between actual delays and the ones claimed in tweets.
</p>
<p>Scrapped the weather data of Philadelphia to improve the prediction model. Streamlined Spark pipeline to train a random forest
regressor model to predict the delays in arrival time.
</p>
<a href="https://github.com/arthtalati/SEPTA-Delay-Analysis" > Github Repo |
</a>
<a href="https://github.com/arthtalati/SEPTA-Delay-Analysis/blob/master/SEPTA_notebook_presentation.ipynb" > Py Notebook Presentation
</a>
</div>
</div>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date">Apr - May '20</span>
<h2>US Flights Delay Analysis</h2>
<span class="position">Data Science for Public Policy, UPenn</span>
<p>Developed an interactive dashboard (R Shiny) by analyzing 5.8 Million flight operation details to demonstrate the key functionality of comparing different airlines departure/ arrival timings for given airport based on the day-of-week, time-of-day, taxi times and other features.
</p>
<p>Performed statistical analysis for US flight delay data in R to build predictive models for flight delay patterns.
</p>
<a href="https://github.com/arthtalati/US-Flight-Delay-Analysis" > Github Repo
</a>
</div>
</div>
<div class="resume-wrap d-flex ftco-animate">
<div class="icon d-flex align-items-center justify-content-center">
<span class="flaticon-ideas"></span>
</div>
<div class="text pl-3">
<span class="date">Jan - Feb '20</span>
<h2>Philly Place Matters App</h2>
<span class="position">Data Science for Public Policy, UPenn</span>
<p>This project uses statistical and spatial (mapping) analyses to better understand the impact of changeable neighborhood characteristics on mental health, and proposes a way to use population level risk factors to assess service need and adequacy of community resources.
</p>
<a href= "https://github.com/arthtalati/Philly-Place-Matters-App" >Github Repo |
</a>
<a href= "https://talati.shinyapps.io/class_activity_place_matters_app/" > Try the app
</a>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- <section class="ftco-section" id="interests-section">-->
<!-- <div class="container">-->
<!-- <div class="row justify-content-center mb-5 pb-5">-->
<!-- <div class="col-md-7 heading-section text-center ftco-animate">-->
<!-- <h1 class="big big-2">Interests</h1>-->
<!-- <h2 class="mb-4">My Interests</h2>-->
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<!-- <p>During college I was a part of a theatre club called Theatron where I was involved in several productions for MYTF and CTI by Crea-Shakthi. I love acting and being a part of -->
<!-- the production team for dramas. I organized theatre events at culturals like street play and mono acting. I was the head of finance in my senior year at college. Outside-->
<!-- of college I also worked for EVAM and I was a part of the organising team for The Hindu Theatre Festival in 2016 and 2017. </p>-->
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<!-- <p>I am a trinity level 6 pianist and I enjoy playing some of my favorite songs in my free time. I also like to work on some DIY arts & crafts projects for room decor or to-->
<!-- gift to my friends as presents. When I am trying to have a lazy day I love to binge watch youtube videos of some of the lifestyle vloggers I follow and occasionally I like to shoot some vlogs myself</p>-->
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<h1 class="big big-2">Contact</h1>
<h2 class="mb-4">Contact Me</h2>
<!-- <p>Far far away, behind the word mountains, far from the countries Vokalia and Consonantia</p> -->
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<h3 class="mb-4">Address</h3>
<p>Philadelphia, PA</p>
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<h3 class="mb-4">Email Address</h3>
<p><a href="mailto:[email protected]">atalati[at]alumni.upenn.edu</a></p>
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<h3 class="mb-4">Links</h3>
<p><a href="https://linkedin.com/in/arthtalati">LinkedIn</a></p>
<p><a href="https://github.com/arthtalati">Github</a></p>
<p><a href="https://twitter.com/arth_talati">Twitter</a></p>
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