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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no" />
<meta name="description" content="" />
<meta name="author" content="" />
<title>Eric Bayless' Portfolio</title>
<link rel="icon" type="image/x-icon" href="assets/img/favicon.ico" />
<!-- Font Awesome icons (free version)-->
<script src="https://use.fontawesome.com/releases/v5.15.1/js/all.js" crossorigin="anonymous"></script>
<!-- Google fonts-->
<link href="https://fonts.googleapis.com/css?family=Saira+Extra+Condensed:500,700" rel="stylesheet" type="text/css" />
<link href="https://fonts.googleapis.com/css?family=Muli:400,400i,800,800i" rel="stylesheet" type="text/css" />
<!-- Core theme CSS (includes Bootstrap)-->
<link href="css/styles.css" rel="stylesheet" />
</head>
<body id="page-top">
<!-- Navigation-->
<nav class="navbar navbar-expand-lg navbar-dark bg-primary fixed-top" id="sideNav">
<a class="navbar-brand js-scroll-trigger" href="#page-top">
<span class="d-block d-lg-none">Eric Bayless</span>
<span class="d-none d-lg-block"><img class="img-fluid img-profile rounded-circle mx-auto mb-2" src="assets/img/my_profile.jpg" alt="" /></span>
</a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle navigation"><span class="navbar-toggler-icon"></span></button>
<div class="collapse navbar-collapse" id="navbarSupportedContent">
<ul class="navbar-nav">
<li class="nav-item"><a class="nav-link js-scroll-trigger" href="#about">About</a></li>
<li class="nav-item"><a class="nav-link js-scroll-trigger" href="#skills">Skills</a></li>
<li class="nav-item"><a class="nav-link js-scroll-trigger" href="#projects">Projects</a></li>
<li class="nav-item"><a class="nav-link js-scroll-trigger" href="#experience">Experience</a></li>
<li class="nav-item"><a class="nav-link js-scroll-trigger" href="#education">Education</a></li>
<li class="nav-item"><a class="nav-link js-scroll-trigger" href="#interests">Interests</a></li>
</ul>
</div>
</nav>
<!-- Page Content-->
<div class="container-fluid p-0">
<!-- About-->
<section class="resume-section" id="about">
<div class="resume-section-content">
<h1 class="mb-0">
Eric
<span class="text-primary">Bayless</span>
</h1>
<div class="subheading mb-5">
Data Scientist · XC Coach · Endurance Enthusiast
</div>
<p class="lead mb-5">
I’m a data scientist and endurance enthusiast who likes to take on seemingly impossible challenges
one step at a time. I aim to make people’s lives better through the power of quality data analysis.
</p>
<p class="lead mb-5">
Currently Working On: Racing Bib Detector Mobile App<br>
Currently Reading: Interpretable Machine Learning by Christoph Molnar
</p>
<div class="social-icons">
<a class="social-icon" href="https://www.linkedin.com/in/ericbayless/"><i class="fab fa-linkedin-in"></i></a>
<a class="social-icon" href="https://github.com/ericBayless/"><i class="fab fa-github"></i></a>
<a class="social-icon" href="mailto:ebayless88@gmail.com" title="Email Me"><i class="fa fa-envelope"></i></a>
<a class="social-icon" href="https://docs.google.com/document/d/e/2PACX-1vR45X0B0iqgK6KeFqGbkLFUgzhDphsseJPdFwHyFivBbuL_8spZyOvnOcbo22Ck_34r-BXUeKxBz8an/pub" title="My Resume"><i class="fas fa-file"></i></a>
</div>
</div>
</section>
<hr class="m-0" />
<!-- Skills-->
<section class="resume-section" id="skills">
<div class="resume-section-content">
<h2 class="mb-5">Skills</h2>
<div class="subheading mb-3">Programming Languages & Libraries</div>
<ul class="fa-ul mb-0">
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Python
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Pandas
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Sci-Kit Learn
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Numpy
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Tensorflow/Keras
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
SQL
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
HTML
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
C++
</li>
</ul>
<br>
<div class="subheading mb-3">Data Science & Machine Learning Skills</div>
<ul class="fa-ul mb-0">
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Data Collection and Cleaning
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Webscraping
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Neural Networks
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Computer Vision
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Natual Language Processing
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Data Visualization
</li>
</ul>
</div>
</section>
<hr class="m-0" />
<!-- Projects-->
<section class="resume-section" id="projects">
<div class="resume-section-content">
<h2 class="mb-5">Projects</h2>
<div class="d-flex flex-column flex-md-row justify-content-between mb-5">
<div class="flex-grow-1">
<h3 class="mb-0">Race Bib Number Detection</h3>
<br>
<img style="float: right; margin: 0px 0px 10px 10px;" src="assets/img/rbn_detector_example.png" width="250/">
<p>
In high school cross country, chip timing is the gold standard for accurate results.
These systems are expensive, and often beyond the budget for small race organizations and schools.
Timing can be accomplished in a relatively accurate and efficient manner using handheld stopwatch/printers.
However, compiling the order of finish is often a manual task prone to error. The goal of this project is
to use machine learning to build a model that can identify a racer's bib number in the chute after the finish
line for the purpose of logging the order of finish. The model needs to be lightweight and relatively fast,
so that it could be used in a mobile app on a live video feed.
</p>
<a href="https://share.streamlit.io/ericbayless/bib-detector/main">Demo App Here</a>
<br>
<a href="https://github.com/ericBayless/bib-detector">Code Here</a>
</div>
</div>
<div class="d-flex flex-column flex-md-row justify-content-between mb-5">
<div class="flex-grow-1">
<h3 class="mb-0">Subreddit Classification Using Natural Language Processing</h3>
<br>
<img style="float: left; margin: 0px 20px 10px 0px;" src="assets/img/reddit_nlp_example.png" width="400/">
<p>
Given the body of a post, predict whether the given text came from the r/Fitness or r/Bodyweightfitness subreddit.
The goal is to determine how differntiable the posts in these two seemingly similar forums are. This project
involved data acquisition an API, exploratory data analysis, as well as training and comparing many different
classification models.
</p>
<a href="https://github.com/ericBayless/reddit-classification-nlp/blob/main/Presentation/subreddit_classification.pdf">Presentation Here</a>
<br>
<a href="https://github.com/ericBayless/reddit-classification-nlp">Code Here</a>
</div>
</div>
</div>
</section>
<!-- Experience-->
<section class="resume-section" id="experience">
<div class="resume-section-content">
<h2 class="mb-5">Experience</h2>
<div class="d-flex flex-column flex-md-row justify-content-between mb-5">
<div class="flex-grow-1">
<h3 class="mb-0">Instructional Associate</h3>
<div class="subheading mb-3">General Assembly</div>
<ul class="fa-ul mb-0">
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Provide lessons to supplement and review the main curriculum
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Evaluate and provide feedback on projects, lab assignments, and quizzes
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Engage with students 1:1 to answer questions and troubleshoot errors
</li>
</ul>
</div>
<div class="flex-shrink-0"><span class="text-primary">April 2021 - Present</span></div>
</div>
<div class="d-flex flex-column flex-md-row justify-content-between mb-5">
<div class="flex-grow-1">
<h3 class="mb-0">Cross Country Coach and Academic Substitute Teacher</h3>
<div class="subheading mb-3">Sparta High School</div>
<ul class="fa-ul mb-0">
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Planned and facilitated daily training, hosted home meet for team sizes ranging from 5 to 22 athletes
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Three section qualifiers and one state qualifier in 2017
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Qualified both boys and girls teams for sectional in 2019
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Substituted grades ranging from K through 12th with class sizes around 20-25 students
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Two long-term math substitute assignments; one included supporting lesson planning
</li>
</ul>
</div>
<div class="flex-shrink-0"><span class="text-primary">2016 - 2020</span></div>
</div>
<div class="d-flex flex-column flex-md-row justify-content-between mb-5">
<div class="flex-grow-1">
<h3 class="mb-0">Consultant</h3>
<div class="subheading mb-3">Enable Central China</div>
<ul class="fa-ul mb-0">
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Prototyped a histopathology de-waxing machine which involved programming an Arduino board using C++ and a text-based GUI using Python
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Redesigned the company website which ran on the Drupal platform using HTML and CSS
</li>
</ul>
</div>
<div class="flex-shrink-0"><span class="text-primary">August 2015 - December 2015</span></div>
</div>
<div class="d-flex flex-column flex-md-row justify-content-between mb-5">
<div class="flex-grow-1">
<h3 class="mb-0">System Engineer</h3>
<div class="subheading mb-3">Cerner Corporation</div>
<ul class="fa-ul mb-0">
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Primarily managed data collection, reporting, and software deployment for around 50,000 client systems. This involved developing scripts, SQL queries, and troubleshooting issues
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Ranked in the top 15% of over 10,000 associates in 2013
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Received team award for accountability in 2013
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Awarded by executives for assistance on critical issue in 2012
</li>
</ul>
</div>
<div class="flex-shrink-0"><span class="text-primary">2010 - 2015</span></div>
</div>
</div>
</section>
<hr class="m-0" />
<!-- Education-->
<section class="resume-section" id="education">
<div class="resume-section-content">
<h2 class="mb-5">Education</h2>
<div class="d-flex flex-column flex-md-row justify-content-between mb-5">
<div class="flex-grow-1">
<h3 class="mb-0">General Assembly</h3>
<div class="subheading mb-3">Data Science Immersive</div>
<div>480+ hour immersive data science program</div>
</div>
<div class="flex-shrink-0"><span class="text-primary">November 2020 - March 2021</span></div>
</div>
<div class="d-flex flex-column flex-md-row justify-content-between">
<div class="flex-grow-1">
<h3 class="mb-0">Missouri University of Science and Technology</h3>
<div class="subheading mb-3">B.S. in Computer Engineering</div>
<div>Student Ambassador and Engineers Without Boarders Member</div>
</div>
<div class="flex-shrink-0"><span class="text-primary">August 2006 - May 2010</span></div>
</div>
</div>
</section>
<hr class="m-0" />
<!-- Interests-->
<section class="resume-section" id="interests">
<div class="resume-section-content">
<h2 class="mb-5">Interests</h2>
<p>
Apart from being a data scientist, I enjoy staying active, usually swimming, biking, or running.
A few of my adventures include:
</p>
<ul class="fa-ul mb-0">
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
A 4 day, 480 mile bike from San Francisco to LA
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
A single day 160 mile bike across Indiana
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
3 Ironman triathlon finishes
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Running my age in miles on my birthday for the past 2 years
</li>
</ul>
<br>
<p>
Most Recent Adventure: 100 mile bike around St. Louis finishing through downtown.<br>
</div>
</section>
</div>
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