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<!DOCTYPE html>
<html lang="en">
<head>
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<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no" />
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<title>Michael J Rossetti - Academic Resume / CV</title>
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</head>
<body id="page-top" class="theme-georgetown">
<!-- Color Scheme Changer Button -->
<div class="dropdown">
<button id="color-button">
<svg id="icon" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg">
<defs><style>.cls-1{fill:none;}</style></defs>
<title/><circle fill="#ffffff" cx="10" cy="12" r="2"/><circle fill="#ffffff" cx="16" cy="9" r="2"/>
<circle fill="#ffffff" cx="22" cy="12" r="2"/><circle fill="#ffffff" cx="23" cy="18" r="2"/><circle fill="#ffffff" cx="19" cy="23" r="2"/>
<path fill="#ffffff" d="M16.54,2A14,14,0,0,0,2,16a4.82,4.82,0,0,0,6.09,4.65l1.12-.31A3,3,0,0,1,13,23.24V27a3,3,0,0,0,3,3A14,14,0,0,0,30,15.46,14.05,14.05,0,0,0,16.54,2Zm8.11,22.31A11.93,11.93,0,0,1,16,28a1,1,0,0,1-1-1V23.24a5,5,0,0,0-5-5,5.07,5.07,0,0,0-1.33.18l-1.12.31A2.82,2.82,0,0,1,4,16,12,12,0,0,1,16.47,4,12.18,12.18,0,0,1,28,15.53,11.89,11.89,0,0,1,24.65,24.32Z"/>
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<div>
<a href="#" id="color-item" onclick="setTheme('theme-georgetown')">Georgetown</a>
<a href="#" id="color-item" onclick="setTheme('theme-nyu')">NYU</a>
<a href="#" id="color-item" onclick="setTheme('theme-gwu')">GWU</a>
</div>
</div>
<!-- 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">Michael Rossetti</span>
<span class="d-none d-lg-block"><img class="img-fluid img-profile rounded-circle mx-auto mb-2" src="assets/img/mjr-profile.jpg" alt="..." /></span>
</a>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarResponsive" aria-controls="navbarResponsive" aria-expanded="false" aria-label="Toggle navigation"><span class="navbar-toggler-icon"></span></button>
<div class="collapse navbar-collapse" id="navbarResponsive">
<ul class="navbar-nav">
<li id="nav-about" class="nav-item"><a class="nav-link js-scroll-trigger" onClick="navClicked(this)" href="#about">About</a></li>
<li id="nav-interests" class="nav-item"><a class="nav-link js-scroll-trigger" onClick="navClicked(this)" href="#interests">Interests</a></li>
<li id="nav-research" class="nav-item"><a class="nav-link js-scroll-trigger" onClick="navClicked(this)" href="#research">Research</a></li>
<li id="nav-teaching" class="nav-item"><a class="nav-link js-scroll-trigger" onClick="navClicked(this)" href="#teaching">Teaching</a></li>
<li id="nav-books" class="nav-item"><a class="nav-link js-scroll-trigger" onClick="navClicked(this)" href="#books">Books</a></li>
<li id="nav-partners" class="nav-item"><a class="nav-link js-scroll-trigger" onClick="navClicked(this)" href="#partners">Partners</a></li>
<li id="nav-media" class="nav-item"><a class="nav-link js-scroll-trigger" onClick="navClicked(this)" href="#media">In the News</a></li>
<li id="nav-experience" class="nav-item"><a class="nav-link js-scroll-trigger" onClick="navClicked(this)" href="#experience">Experience</a></li>
<li id="nav-education" class="nav-item"><a class="nav-link js-scroll-trigger" onClick="navClicked(this)" href="#education">Education</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">
Michael
<span class="text-lastname">Rossetti</span>
</h1>
<div class="subheading mb-5">
Data Scientist ·
Software Developer ·
Machine Learning Researcher
</div>
<p class="lead mb-5">
Michael Rossetti is a data scientist, software developer, and machine learning researcher.
He has worked as
a polling data analyst for a winning US Presidential campaign,
a data analytics director for a Silicon Valley startup, and
a technology consultant for the US Government.
He teaches courses in data science, computer science, and software development, and conducts research in applied machine learning.
</p>
<div class="social-icons">
<a class="social-icon" href="mailto:[email protected]" target="_blank">
<i class="far fa-envelope"></i>
</a>
<a class="social-icon" href="https://www.linkedin.com/in/mj-rossetti/" target="_blank">
<i class="fab fa-linkedin-in"></i>
</a>
<a class="social-icon" href="https://github.com/s2t2" target="_blank">
<i class="fab fa-github"></i>
</a>
<a class="social-icon" href="https://www.youtube.com/@michael-rossetti" target="_blank">
<i class="fa-brands fa-youtube"></i>
</a>
<a class="social-icon" href="https://scholar.google.com/citations?hl=en&user=CeYAWXwAAAAJ" target="_blank">
<i class="fas fa-graduation-cap"></i>
</a>
<a class="social-icon" href="https://orcid.org/0000-0003-4881-636X" target="_blank">
<i class="fab fa-orcid"></i>
</a>
</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>
<!-- Columns start at 100% wide on mobile and adjust to 50% wide on desktop -->
<div class="row">
<div class="col-12 col-md-6">
<ul class="fa-ul mb-0 lh-lg">
<li>
<span class="fa-li"><i class="fas fa-lightbulb"></i></span>
Artificial Intelligence (AI)
</li>
<li>
<span class="fa-li"><i class="fas fa-lightbulb"></i></span>
Machine Learning (ML)
</li>
<li>
<span class="fa-li"><i class="fas fa-lightbulb"></i></span>
Natural Language Processing (NLP)
</li>
<li>
<span class="fa-li"><i class="fas fa-lightbulb"></i></span>
Large Language Models (LLMs)
</li>
<li>
<span class="fa-li"><i class="fas fa-lightbulb"></i></span>
Retrieval Augmented Generation (RAG)
</li>
<!--li>
<span class="fa-li"><i class="fas fa-lightbulb"></i></span>
Prompt Engineering
</li>
<li>
<span class="fa-li"><i class="fas fa-lightbulb"></i></span>
Dimensionality Reduction
</li-->
</ul>
</div>
<div class="col-12 col-md-6">
<ul class="fa-ul mb-0 lh-lg">
<li>
<span class="fa-li"><i class="fas fa-lightbulb"></i></span>
Systems Development Methodologies
</li>
<li>
<span class="fa-li"><i class="fas fa-lightbulb"></i></span>
Software Testing and Verification
</li>
<li>
<span class="fa-li"><i class="fas fa-lightbulb"></i></span>
Social and Information Networks
</li>
<li>
<span class="fa-li"><i class="fas fa-lightbulb"></i></span>
Online Misinformation and Disinformation
</li>
</ul>
</div>
</div>
</div>
</section>
<hr class="m-0">
<!-- Research-->
<section class="resume-section" id="research">
<div class="resume-section-content">
<h2 class="mb-5">Research</h2>
<div class="d-flex flex-column flex-md-row justify-content-between mb-5">
<div class="flex-grow-1">
<h3 class="mb-0">Text Embeddings for User Classification in Social Networks</h3>
<p>
We use text embeddings, including those produced by large language models from OpenAI, to classify users based on the content of their social media posts.
Social media companies can use these methods to identify bots and monitor users that are likely to spread disinformation.
</p>
<ul class="fa-ul mb-3">
<li>
<span class="fa-li"><i class="fas fa-code"></i></span>
<a href="https://github.com/s2t2/openai-embeddings-2023">Code</a>
</li>
<li>
<span class="fa-li"><i class="fas fa-laptop-code"></i></span>
<a href="https://s2t2.github.io/openai-embeddings-2023/">Website</a>
</li>
<li>
<span class="fa-li"><i class="fas fa-bullhorn"></i></span>
<a href="https://www.youtube.com/watch?v=AmF-5D4p1_4">Conference Talk (INFORMS 2023)</a>
</li>
</ul>
</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">Bots, Disinformation, and the First Trump Impeachment</h3>
<!--div class="subheading mb-3">Working Paper</div-->
<p>
With co-author <a href="https://www.zlisto.com">Tauhid Zaman</a> from Yale University,
we analyze the role of automated accounts called "bots" in spreading disinformation across social networks.
</p>
<ul class="fa-ul mb-3">
<li>
<span class="fa-li"><i class="fas fa-book-open"></i></span>
<a href="https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0283971">Paper (PLOS ONE)</a>
</li>
<li>
<span class="fa-li"><i class="fas fa-book-open"></i></span>
<a href="https://arxiv.org/abs/2204.08915">Pre-print (Arxiv)</a>
</li>
<li>
<span class="fa-li"><i class="fas fa-code"></i></span>
<a href="https://github.com/s2t2/tweet-analysis-2020">Code</a>
</li>
<li>
<span class="fa-li"><i class="fas fa-database"></i></span>
<a href="https://github.com/s2t2/tweet-data-2020">Data</a>
</li>
<li>
<span class="fa-li"><i class="fas fa-laptop-code"></i></span>
<a href="http://impeachment-tweet-analysis-web.herokuapp.com/">Website</a>
</li>
<li>
<span class="fa-li"><i class="fas fa-bullhorn"></i></span>
<a href="https://www.youtube.com/watch?v=9oxmJr2xX1s">Conference Talk (INFORMS 2021)</a>
</li>
</ul>
</div>
<!--div class="flex-shrink-0"><span class="text-primary">December 2019 - Present</span></div-->
</div>
</div>
</section>
<hr class="m-0" />
<!-- Teaching-->
<section class="resume-section" id="teaching">
<div class="resume-section-content">
<h2 class="mb-5">Teaching</h2>
<div class="d-flex flex-column flex-md-row justify-content-between mb-5">
<div class="flex-grow-1">
<h3 class="mb-0">Adjunct Professor</h3>
<div class="subheading mb-3">Georgetown University</div>
<p>
Design and teach courses in computer programming, software development, and data science —
for the Operations and Analytics area, as well as the Computer Science department.
</p>
<ul class="fa-ul mb-3">
<li>
<span class="fa-li"><i class="fas fa-graduation-cap"></i></span>
<a href="https://gufaculty360.georgetown.edu/s/contact/0033600001CNFB5AAP/michael-rossetti">Georgetown Faculty Profile</a>
</li>
<li>
<span class="fa-li"><i class="fas fa-flask"></i></span>
<a href="https://gufaculty360.georgetown.edu/s/faculty-lab-resources?id=0033600001CNFB5AAP">Data Science Research Group</a>
</li>
</ul>
</div>
<div class="flex-shrink-0"><span class="text-primary">Fall 2017 - 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">Adjunct Assistant Professor</h3>
<div class="subheading mb-3">New York University</div>
<p>Design and teach summer courses in software development —
for the department of Technology, Operations, and Statistics.
</p>
</div>
<div class="flex-shrink-0"><span class="text-primary">Summer 2017 - 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">Lecturer</h3>
<div class="subheading mb-3">The George Washington University</div>
<p>Taught courses in databases and management information systems —
for the department of Information Systems and Technology Management.
</p>
</div>
<div class="flex-shrink-0"><span class="text-primary">Fall 2015, 2021</span></div>
</div>
</div>
</section>
<hr class="m-0" />
<!-- Books and Online Courses -->
<section class="resume-section" id="books">
<div class="resume-section-content">
<h2 class="mb-5">Books and Electronic Publications</h2>
<div class="d-flex flex-column flex-md-row justify-content-between mb-5">
<div class="flex-grow-1">
<div class="card" style="width: 18rem;">
<a href="https://prof-rossetti.github.io/intro-software-dev-python-book/">
<img class="card-img-top" src="https://prof-rossetti.github.io/intro-software-dev-python-book/images/python-banner.jpeg" alt="Card image cap">
</a>
<div class="card-body">
<h5 class="card-title">Intro to Software Development in Python</h5>
<!--p class="card-text">Some quick example text to build on the card title and make up the bulk of the card's content.</p-->
<a href="https://prof-rossetti.github.io/intro-software-dev-python-book/" class="btn btn-primary">
<i class="fas fa-book-open"></i>
Book (Online Edition, 2024)
</a>
</div>
</div>
</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">Intro to Software Development in Python</h3>
<img src="https://prof-rossetti.github.io/intro-software-dev-python-book/images/python-banner.jpeg" alt="">
<ul class="fa-ul mb-3">
<li>
<span class="fa-li"><i class="fas fa-book-open"></i></span>
<a href="https://prof-rossetti.github.io/intro-software-dev-python-book/">Book (Online Edition)</a>
</li>
</ul>
</div>
</div-->
</div>
</section>
<hr class="m-0" />
<!-- Partners, Sponsors, Resources -->
<section class="resume-section" id="partners">
<div class="resume-section-content">
<h2 class="mb-5">Partners</h2>
<div class="d-flex flex-column flex-md-row justify-content-between mb-5">
<div class="flex-grow-1">
<h3 class="mb-0">AlphaVantage API</h3>
<div class="subheading mb-3"></div>
<p>
Thanks to AlphaVantage for providing my students with
<a href="https://www.alphavantage.co?partner=prof-rossetti">academic access</a>
to their amazing financial data API!
</p>
</div>
</div>
</div>
</section>
<hr class="m-0" />
<!-- In the Media -->
<section class="resume-section" id="media">
<div class="resume-section-content">
<h2 class="mb-5">In the News</h2>
<div class="d-flex flex-column flex-md-row justify-content-between mb-5">
<div class="flex-grow-1">
<ul class="fa-ul mb-0 lh-lg">
<li>
<span class="fa-li"><i class="fas fa-newspaper"></i></span>
<a class="fst-italic" href="https://msb.georgetown.edu/news-story/ug-mba-electives-focus-on-data/">MSB Electives Focus on Data</a>, Georgetown McDonough News, September 2018.
</li>
<li>
<span class="fa-li"><i class="fas fa-newspaper"></i></span>
<a class="fst-italic" href="https://fcw.com/digital-government/2015/10/gsa-hackathon-2-twice-as-big-and-open-to-govvies/207195/">GSA Hackathon 2: twice as big and open to govvies</a>, Federal Computer Week (FCW), October 2015.
</li>
</ul>
</div>
</div>
</div>
</section>
<hr class="m-0" />
<!-- 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">Open Source Software Developer and Evangelist</h3>
<div class="subheading mb-3">George Washington University</div>
<p class="full-details">
Promote adoption of open source software and reproducible research across the university, as a member of the Open Source Program Office (OSPO).
</p>
</div>
<div class="flex-shrink-0"><span class="text-primary">April 2024 - 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">Presidential Innovation Fellow</h3>
<div class="subheading mb-3">US General Services Administration</div>
<p class="full-details">
Created prototype web applications and wrote technical documentation to help Federal government developers adopt a shared identity management platform.
<span class="tech-details">
Developed web applications in languages like <span class="fst-italic">Ruby</span>, <span class="fst-italic">Node.js</span>, and <span class="fst-italic">Go</span>.
</span>
</p>
<ul class="fa-ul mb-3">
<li>
<span class="fa-li"><i class="fas fa-flag-usa"></i></span>
<a href="https://presidentialinnovationfellows.gov/fellows/mike-rossetti/">Presidential Innovation Fellowship Profile</a>
</li>
</ul>
</div>
<div class="flex-shrink-0"><span class="text-primary">September 2017 - May 2018</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">Data Engineer + Director of Analytics</h3>
<div class="subheading mb-3">Fandor (a film-streaming startup)</div>
<p class="full-details">
Directed hiring and operations of a small team of data analysts, engineers, and scientists.
Implemented strategic vision for a company-wide business intelligence (BI) and analytics program, including the identification, prioritization, measurement, and ongoing self-service monitoring of key performance indicator (KPI) metrics.
<span class="tech-details">
Developed a data warehouse application in <span class="fst-italic">Ruby on Rails</span>, to extract, transform, and load (ETL) data from production databases and external <span class="fst-italic">APIs</span> into a single, integrated <span class="fst-italic">SQL</span> database environment.
Developed interactive data dashboards in <span class="fst-italic">Tableau</span> and <span class="fst-italic">JavaScript</span>.
</span>
</p>
</div>
<div class="flex-shrink-0"><span class="text-primary">April 2013 - July 2015</span></div>
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<div class="d-flex flex-column flex-md-row justify-content-between mb-5">
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<h3 class="mb-0">Media Data Analyst + Engineer</h3>
<div class="subheading mb-3">Democratic National Committee</div>
<p class="full-details">
Analyzed political media and polling data, including over $750M in ad buys, on behalf of US Presidential and Congressional campaign clients (i.e. Obama for America, DSCC, DCCC).
Identified qualitative and quantitative trends in opponents' media and messaging strategies.
Compared media expenditures against polling results to provide data-driven media-buying insights.
Directed and oversaw operations of an internal campaign video blogging system to inform campaign leadership and staff across the country about media and messaging trends in their respective localities.
<span class="tech-details">
Contributed to a <span class="fst-italic">Ruby on Rails</span> application, wrote and maintained a library of <span class="fst-italic">SQL</span> scripts, and developed interactive data dashboards in <span class="fst-italic">Tableau</span> and <span class="fst-italic">JavaScript</span>.
</span>
</p>
</div>
<div class="flex-shrink-0"><span class="text-primary">March 2012 - November 2012</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">Lead Polling Analyst</h3>
<div class="subheading mb-3">Obama for America</div>
<p class="full-details">Analyzed quantitative and qualitative results of campaign-sponsored polls and focus groups.
Designed question language for US nationwide and "battleground state" surveys.
<span class="tech-details">
Wrote <span class="fst-italic">SQL</span> scripts to integrate internal and external polling data into a unified dataset for analysis.
Produced campaign polling insights in the form of <span class="fst-italic">Tableau</span> data dashboards.
</span>
</p>
</div>
<div class="flex-shrink-0"><span class="text-primary">September 2011 - March 2012</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">Technology Risk Consultant</h3>
<div class="subheading mb-3">Deloitte</div>
<p class="full-details">Advised clients at the Internal Revenue Service (IRS) on projects to mitigate their risk of cyber threats and ensure their systems’ compliance with Federal information security requirements.
<span class="tech-details">
Created and maintained an <span class="fst-italic">MS Access</span> database of systems and security metrics.
Streamlined reporting processes by developing automated data dashboards in <span class="fst-italic">Crystal Reports</span>.
</span>
</p>
</div>
<div class="flex-shrink-0"><span class="text-primary">September 2009 - March 2011</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">Business Intelligence Analyst</h3>
<div class="subheading mb-3">US Treasury Department</div>
<p class="full-details">Identified and prioritized key performance indicators for measuring workforce performance and productivity across the department.
<span class="tech-details">
Wrote and maintained <span class="fst-italic">SQL</span> scripts, and created automated reporting dashboards in <span class="fst-italic">MS SQL Server</span>.
</span>
</p>
</div>
<div class="flex-shrink-0"><span class="text-primary">April 2008 - May 2009</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">The George Washington University</h3>
<div class="subheading mb-3">PhD in Systems Engineering and Engineering Management</div>
<p class="full-details education-details">
Complete courses in data science and machine learning.
Teach technical skills as a graduate teaching assistant and adjunct faculty member.
Conduct research in applied machine learning, focusing on natural language processing (NLP) and large language models (LLMs).
</p>
</div>
<div class="flex-shrink-0"><span class="text-primary">August 2022 - 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">The George Washington University</h3>
<div class="subheading mb-3">Master of Science in Information Systems and Technology Management</div>
<p class="full-details education-details">
Completed advanced courses in databases, systems design, computer programming, and human-computer interaction.
Taught technical skills as a graduate teaching assistant.
</p>
</div>
<div class="flex-shrink-0"><span class="text-primary">January 2008 - May 2010</span></div>
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<div class="d-flex flex-column flex-md-row justify-content-between">
<div class="flex-grow-1">
<h3 class="mb-0">The George Washington University</h3>
<div class="subheading mb-3">Bachelor of Business Administration</div>
<p class="full-details education-details">Major in Business Administration: completed courses in math, calculus, statistics, economics, and management.
Concentration in Information Systems: completed courses in databases, logic, and computer programming.
Minor in Classical Studies: completed courses in contemporary politics and history, as well as ancient Greek and Roman mythology, language, philosophy, art, history, and culture.
</p>
</div>
<div class="flex-shrink-0"><span class="text-primary">September 2005 - May 2009</span></div>
</div>
</div>
</section>
<hr class="m-0">
<!-- Skills-->
<!--section class="resume-section" id="skills">
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<h2 class="mb-5">Skills</h2>
<div class="subheading mb-3">Programming Languages & Tools</div>
<ul class="list-inline dev-icons">
<li class="list-inline-item"><i class="fab fa-python"></i></li>
<li class="list-inline-item"><i class="fas fa-database"></i></li>
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<li class="list-inline-item"><i class="fab fa-node-js"></i></li>
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<div class="subheading mb-3">Workflow</div>
<ul class="fa-ul mb-0">
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Asynchronous, Remote Communication
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Cross Functional Teams
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<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Test-Driven Development (TDD)
</li>
<li>
<span class="fa-li"><i class="fas fa-check"></i></span>
Agile Methodologies
</li>
</ul>
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