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---
layout: default
title: Home
---
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<title>Marlon Somwaru</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="description" content="Portfolio website for Marlon Somwaru" />
<meta name="keywords" content="marlon somwaru, data science, portfolio, machine learning, python, code" />
<meta name="author" content="Marlon Somwaru" />
<meta property="og:image" content="preview.JPG"/>
<link href="https://fonts.googleapis.com/css?family=Space+Mono" rel="stylesheet">
<link href="https://fonts.googleapis.com/css?family=Kaushan+Script" rel="stylesheet">
<!-- Animate.css -->
<link rel="stylesheet" href="css/animate.css">
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<link rel="stylesheet" href="css/icomoon.css">
<!-- Bootstrap -->
<link rel="stylesheet" href="css/bootstrap.css">
<!-- Theme style -->
<link rel="stylesheet" href="css/style.css">
<!-- Modernizr JS -->
<script src="js/modernizr-2.6.2.min.js"></script>
<script src="https://kit.fontawesome.com/07800f35e2.js" crossorigin="anonymous"></script>
</head>
<body>
<div class="fh5co-loader"></div>
<div id="page">
<header id="fh5co-header" class="fh5co-cover js-fullheight" role="banner" style="background-image:url(images/background.jpg);" data-stellar-background-ratio="0.2">
<div class="overlay"></div>
<div class="container">
<div class="row">
<div class="col-md-8 col-md-offset-2 text-center">
<div class="display-t js-fullheight">
<div class="display-tc js-fullheight animate-box" data-animate-effect="fadeIn">
<div class="profile-thumb" style="background: url(Profile.JPG);"></div>
<h1><span>Marlon Somwaru</span></h1>
<h2><span>Machine Learning Engineer</span></h2>
<p>
<ul class="fh5co-social-icons">
<li><a href="https://www.linkedin.com/in/marlon-somwaru"><i class="icon-linkedin2"></i></a></li>
<li><a href="https://github.com/MarlonSomwaru"><i class="icon-github2"></i></a></li>
<li><a href="https://medium.com/@marlon.somwaru"><i class="icon-write"></i></a></li>
<li><a href="https://drive.google.com/file/d/1H3Im_jfuy3CxdUY2mBPnMENewfw3A44f/view?usp=sharing"><i class="icon-text-document"></i></a></li>
</ul>
</p>
</div>
</div>
</div>
</div>
</div>
</header>
<a id="about_me"></a>
<div id="fh5co-about" class="animate-box">
<div class="container">
<div class="row">
<div class="col-md-8 col-md-offset-2 text-center fh5co-heading">
<h2>About Me</h2>
</div>
</div>
<div class="row">
<div class="col-md-4">
<ul class="info">
<li><span class="first-block">Name:</span><span class="second-block">Marlon Somwaru</span></li>
<li><span class="first-block">Email:</span><span class="second-block"><a href="mailto:marlon.somwaru@gmail.com">Marlon.Somwaru@gmail.com</a></span></li>
</ul>
</div>
<div class="col-md-8">
<h2>Hi!</h2>
<p>I'm currently an Senior Analyst at <a href="https://www.umww.com/">Universal McCann</a> on the Automation Engineering team.
I'm also studying at Queens College part-time, pursuing a BA in Computer Science. In 2019, I graduated from Baruch College with a double major in Mathematics and Economics.
<br>
My interests lie in machine learning and artificial intelligence. <br>
In our day and age, we have a tremendous amount of data and not enough people who can understand it. It's no longer enough to be a good programmer, a math whiz, or a statistician.
It is crucial to be able to combine all of these things to extract, formulate, and derive insights.
My goal is to tell a captivating story with the work I do and hopefully inspire others to tell their own.</p>
</div>
</div>
</div>
</div>
<div id="fh5co-resume" class="fh5co-bg-color">
<div class="container">
<div class="row animate-box">
<div class="col-md-8 col-md-offset-2 text-center fh5co-heading">
<h2>Resume</h2>
</div>
</div>
<div class="row">
<div class="col-md-12 col-md-offset-0">
<ul class="timeline">
<li class="timeline-heading text-center animate-box">
<div><h3>Work Experience</h3></div>
</li>
<li class="animate-box timeline-unverted">
<div class="timeline-badge"><i class="icon-suitcase"></i></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h3 class="timeline-title">Data Analytics Resident</h3>
<span class="company">Orion Worldwide, IPG Media Brands | Summer 2019</span>
</div>
<div class="timeline-body">
<p>Interning at Orion was a blast. I spent quite a bit of time building macros that generated reports and conducted data validation processes for various teams.
My main project involved a media pitch to Spotify. For this project, I built several web scraping tools in Python using BeautifulSoup and Selenium.
I also conducted a sentiment analysis on tweets using Tensorflow and NLTK.
The analyses were presented to executives of UM Worldwide and Spotify representatives. </p>
</div>
</div>
</li>
<li class="animate-box timeline-inverted">
<div class="timeline-badge"><i class="icon-suitcase"></i></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h3 class="timeline-title">Sales & Trading Intern</h3>
<span class="company">Lampert Capital Markets | October 2016 - August 2017</span>
</div>
<div class="timeline-body">
<p> At Lampert, I was exposed to a variety of responsibilities. By spending time shadowing traders on the equities desk, I learned about market microstructure, technical analysis, and algorithmic trading.
This allowed me to develop and backtest trading algorithms implementing machine learning various statistical forecasting techniques on market data.
These were primarily written in Python, making use of Numpy, Pandas, and Scikit-Learn among other libraries. The data was managed using MySQL server.
</p>
</div>
</div>
</li>
<li class="animate-box timeline-unverted">
<div class="timeline-badge"><i class="icon-suitcase"></i></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h3 class="timeline-title">Desktop Engineer</h3>
<span class="company">The Brandman Agency | April 2015 - August 2016</span>
</div>
<div class="timeline-body">
<p> At The Brandman Agency, I provided Level 2 technical support within the office.
I mainly handled desktop issues which directly affected employees and performed upgrades on about 25 desktops. </p>
</div>
</div>
</li>
<br>
<br>
<br>
<br>
<br>
<br>
<li class="timeline-heading text-center animate-box">
<div><h3>Education</h3></div>
</li>
<br>
<li class="timeline-inverted animate-box">
<div class="timeline-badge"><i class="icon-graduation-cap"></i></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h3 class="timeline-title">Bachelor's Degree</h3>
<span class="company">Queens College | July 2019 - Present</span>
</div>
<div class="timeline-body">
<p><b>Major</b>: Computer Science</p>
<p>I've taken quite an interest in Computer Science over the past year, so I decided to take up studying it.
My interests lie in Machine Learning, Deep Learning, and Quantum Computing.
</p>
<p><b>Coursework</b>: Discrete Mathematics, OOP in C++, OOP in Java, Computer Architecture, Theory of Probability Distributions</p>
</div>
</div>
</li>
<li class="animate-box timeline-unverted">
<div class="timeline-badge"><i class="icon-graduation-cap"></i></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h3 class="timeline-title">Bachelor's Degree</h3>
<span class="company">Baruch College | August 2013 - May 2019 </span>
</div>
<div class="timeline-body">
<p><b>Majors</b>: Mathematics & Economics </p>
<p><b>Coursework</b>: Graph Theory, Data Mining, Linear Algebra, Financial Econometrics, Probability, Analyzing Economic Data using R</p>
</div>
</div>
</li>
<br>
<br>
<br>
</ul>
</div>
</div>
</div>
</div>
<div id="fh5co-skills" class="animate-box">
<div class="container">
<div class="row">
<div class="col-md-8 col-md-offset-2 text-center fh5co-heading">
<h2>Skills & Interests</h2>
</div>
</div>
<div class="row">
<div class="col-md-6">
<div class="progress-wrap">
<h3><span class="name-left">Python, Pandas, Numpy, Scikit-Learn, TensorFlow, Keras</span></h3>
<div class="progress">
<div class="progress-bar progress-bar-1 progress-bar-striped active" role="progressbar"
aria-valuenow="95" aria-valuemin="0" aria-valuemax="100" style="width:100%">
</div>
</div>
</div>
<div class="progress-wrap">
<h3><span class="name-left">R, ggplot2, ggmap, Dplyr, TTR</span></h3>
<div class="progress">
<div class="progress-bar progress-bar-2 progress-bar-striped active" role="progressbar"
aria-valuenow="90" aria-valuemin="0" aria-valuemax="100" style="width:100%">
</div>
</div>
</div>
<div class="progress-wrap">
<h3><span class="name-left">C++, Boost</span></h3>
<div class="progress">
<div class="progress-bar progress-bar-5 progress-bar-striped active" role="progressbar"
aria-valuenow="80" aria-valuemin="0" aria-valuemax="100" style="width:100%">
</div>
</div>
</div>
<div class="progress-wrap">
<h3><span class="name-left">Postgre SQL, MySQL</span></h3>
<div class="progress">
<div class="progress-bar progress-bar-4 progress-bar-striped active" role="progressbar"
aria-valuenow="85" aria-valuemin="0" aria-valuemax="100" style="width:100%">
</div>
</div>
</div>
</div>
<div class="col-md-6">
<div class="progress-wrap">
<h3><span class="name-left">Artificial Intelligence</span></h3>
<div class="progress">
<div class="progress-bar progress-bar-5 progress-bar-striped active" role="progressbar"
aria-valuenow="100" aria-valuemin="0" aria-valuemax="100" style="width:100%">
</div>
</div>
</div>
<div class="progress-wrap">
<h3><span class="name-left">Machine Learning</span></h3>
<div class="progress">
<div class="progress-bar progress-bar-4 progress-bar-striped active" role="progressbar"
aria-valuenow="50" aria-valuemin="0" aria-valuemax="100" style="width:100%">
</div>
</div>
</div>
<div class="progress-wrap">
<h3><span class="name-left">Quantitative Finance</span></h3>
<div class="progress">
<div class="progress-bar progress-bar-1 progress-bar-striped active" role="progressbar"
aria-valuenow="85" aria-valuemin="0" aria-valuemax="100" style="width:100%">
</div>
</div>
</div>
<div class="progress-wrap">
<h3><span class="name-left">AI in Medical Imaging</span></h3>
<div class="progress">
<div class="progress-bar progress-bar-2 progress-bar-striped active" role="progressbar"
aria-valuenow="75" aria-valuemin="0" aria-valuemax="100" style="width:100%">
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<div id="fh5co-blog">
<div class="container">
<div class="row animate-box">
<div class="col-md-12 text-center fh5co-heading">
<h2>Articles</h2>
<p>I've recently began writing articles on <a href="https://medium.com/@marlon.somwaru">Medium</a> about machine learning.</p>
</div>
</div>
<div class="row">
<div class="col-md-4">
<div class="fh5co-blog animate-box">
<a href="https://towardsdatascience.com/intro-to-support-vector-machines-with-a-trading-example-1d4a7997ced6?source=friends_link&sk=ce0ba89029a6943e1c106431c6069183"
class="blog-bg" style="background-image: url(images/blog2.jpg);"></a>
<div class="blog-text">
<span class="posted_on">Oct. 28th 2019</span>
<h3><a href="https://towardsdatascience.com/intro-to-support-vector-machines-with-a-trading-example-1d4a7997ced6?source=friends_link&sk=ce0ba89029a6943e1c106431c6069183">
Intro to Support Vector Machines with a Trading Example</a></h3>
<p>An explaination of Support Vector Machines and how to implement them in financial markets</p>
<ul class="stuff">
<li><a href="https://towardsdatascience.com/intro-to-support-vector-machines-with-a-trading-example-1d4a7997ced6?source=friends_link&sk=ce0ba89029a6943e1c106431c6069183">
Read More<i class="icon-arrow-right22"></i></a></li>
</ul>
</div>
</div>
</div>
<div class="col-md-4">
<div class="fh5co-blog animate-box">
<a href="https://towardsdatascience.com/a-simple-introduction-to-tensorflow-d992eb2e3dbb?source=friends_link&sk=0705a117984d5d7715abc7e6b5d6954f" class="blog-bg" style="background-image: url(images/tensorflowmeme.png);"></a>
<div class="blog-text">
<span class="posted_on">Oct. 23rd 2019</span>
<h3><a href="https://towardsdatascience.com/a-simple-introduction-to-tensorflow-d992eb2e3dbb?source=friends_link&sk=0705a117984d5d7715abc7e6b5d6954f">
A Simple Introduction to TensorFlow</a></h3>
<p>An deeper explaination of an introductory TensorFlow application</p>
<ul class="stuff">
<li><a href="https://towardsdatascience.com/a-simple-introduction-to-tensorflow-d992eb2e3dbb?source=friends_link&sk=0705a117984d5d7715abc7e6b5d6954f">
Read More<i class="icon-arrow-right22"></i></a></li>
</ul>
</div>
</div>
</div>
</div>
</div>
</div>
<div id="fh5co-started" class="fh5co-bg-dark">
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<div class="container">
<div class="row animate-box">
<div class="col-md-8 col-md-offset-2 text-center fh5co-heading">
<h2>Get in touch!</h2>
<p>I'm currently seeking job opportunities.</p>
<p>You can email me at marlon.somwaru@gmail.com </p>
</div>
</div>
</div>
</div>
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<br>
<br>
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