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<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8">
<title>Mary Troiani's Portfolio</title>
<link href="https://s3-us-west-2.amazonaws.com/s.cdpn.io/441940/jquery.fullPage.css" rel="stylesheet">
<link href='https://fonts.googleapis.com/css?family=Kalam:300|Open+Sans:400italic,400' rel='stylesheet' type='text/css'>
<link rel="stylesheet" href="https://cdn.rawgit.com/konpa/devicon/master/devicon.min.css">
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.5.0/css/font-awesome.min.css">
<link rel="stylesheet" href="CSS/main.css">
<script src="https://code.jquery.com/jquery-2.2.4.min.js"></script>
<script src="https://s3-us-west-2.amazonaws.com/s.cdpn.io/441940/jquery.fullPage.min.js"></script>
<meta name="mobile-web-app-capable" content="yes">
<meta name="apple-mobile-web-app-capable" content="yes">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
</head>
<body>
<ul id="menu">
<li data-menuanchor="homepage" class="active"><a href="#homepage">Home</a></li>
<li data-menuanchor="aboutme"><a href="#aboutme">About</a></li>
<li data-menuanchor="myskills"><a href="#myskills">Skills</a></li>
<li data-menuanchor="mywebprojects"><a href="#mywebprojects">Projects</a></li>
<li data-menuanchor="mydataprojects"><a href="#mydataprojects">Data Visualization</a></li>
<li data-menuanchor="contactme"><a href="#contactme">Contact</a></li>
</ul>
<input type="checkbox" id="nav-trigger" class="nav-trigger" />
<label for="nav-trigger">
</label>
<div class="site-wrap">
<div id="fullpage">
<div id="home" class="section text-center">
<h1 class="text-center">Mary Troiani</h1>
<h3>CS Masters Student with a passion for Artificial Intelligence</h3>
</div>
<div id="about" class="section">
<h2>About Me:</h2>
<img class="profilePic" data-src="CSS/Images/profilePicmd.jpg">
<p>As a cognitive science student at Case Western Reserve University I was always fascinated with the brain and cognition. I consider the mystery of how the brain affords intelligence one of the most important questions of our time, and more and more I’m convinced that this mystery will be solved through advances in artificial intelligence. In 2015 I quit my job to teach myself how to program, and now I love taking what I’ve learned about AI to create smart applications. I’m currently refining my skills as a Georgia Tech computer science masters student specializing in interactive intelligence, and I’m looking for opportunities to apply my knowledge to industry. Please feel free to get in touch <a href="#contactme">here</a>.</p>
</div>
<div id="skills" class="section">
<h2>Skills</h2>
<div class="logos">
<h3>Languages:
<i class="devicon-python-plain-wordmark"></i>
<i class="devicon-java-plain-wordmark"></i>
<i class="devicon-javascript-plain"></i>
<i class="devicon-html5-plain-wordmark"></i>
<i class="devicon-css3-plain-wordmark"></i>
</h3>
<h3>Tools:
<i class="devicon-git-plain-wordmark"></i>
<i class="devicon-github-plain-wordmark"></i>
<i class="devicon-mongodb-plain-wordmark"></i>
<i class="devicon-amazonwebservices-plain-wordmark"></i>
</h3>
<h3>Data Science and ML Libraries: Pandas, NumPy, Scikit-learn, Keras, TensorFlow, OpenCV, SciPy, Matplotlib, Seaborn, NLTK
</h3>
</div>
</div>
<div id="projects" class="section">
<div class="slide item">
<h2>Projects</h2>
<a href="https://github.com/mtroiani/artificial-intelligence-nanodegree/tree/master/AIND-Dog-Breed-master">
<img src="CSS/Images/Projects/dog-app.jpeg" class="img-responsive">
</a>
<h3>Deep Learning Dog Breed Prediction</h3>
<p>Uses CNNs and transfer learning from RESNET50 with Keras and Tensorflow to predict the breed of a dog from a photo with over 80% accuracy.</p>
</div>
<div class="slide item">
<h2>Projects</h2>
<a href="https://github.com/mtroiani/machine-learning-nanodegree/tree/master/smartcab">
<img src="CSS/Images/Projects/smartcab.jpg" class="img-responsive">
</a>
<h3>Train a Smartcab to Drive</h3>
<p>Uses reinforcement learning and Python to direct a virtual car to navigate to a destination while obeying traffic lights and US right-of-way laws.</p>
</div>
<div class="slide item">
<h2>Projects</h2>
<a href="https://github.com/mtroiani/artificial-intelligence-nanodegree/tree/master/AIND-Recognizer-master">
<img src="CSS/Images/Projects/hmm-signs.jpeg" class="img-responsive">
</a>
<h3>Sign Language Identifier</h3>
<p>Uses Hidden Markov Models to recognize sequences in gestures in American Sign Language from pre-processed videos to predict the English equivalent.</p>
</div>
<div class="slide item">
<h2>Projects</h2>
<a href="https://github.com/mtroiani/machine-learning-nanodegree/tree/master/customer_segments">
<img src="CSS/Images/Projects/segments.jpg" class="img-responsive">
</a>
<h3>Customer Segmentation</h3>
<p>Using PCA and K-means algorithm create customer clusters to determine vendor type based on purchasing habits.</p>
</div>
<div class="slide item">
<h2>Projects</h2>
<a href="https://github.com/mtroiani/machine-learning-nanodegree/tree/master/finding_donors">
<img data-src="CSS/Images/Projects/donors.jpg" class="img-responsive">
</a>
<h3>Identifying Donors</h3>
<p>Using Logistic Regession, Gradient Boosting Classifier, and Random Forest Classifier group potential donors into those most likely to donate. </p>
</div>
<div class="slide item">
<h2>Projects</h2>
<a href="https://github.com/mtroiani/artificial-intelligence-nanodegree/tree/master/AIND-Isolation-master">
<img data-src="CSS/Images/Projects/isolation.jpeg" class="img-responsive">
</a>
<h3>Isolation Game-Playing Agent</h3>
<p>Agent using minimax and alphabeta pruning search with a custom heuristic scoring function that plays isolation where pieces move like knights.</p>
</div>
<div class="slide item">
<h2>Projects</h2>
<a href="https://github.com/mtroiani/artificial-intelligence-nanodegree/tree/master/AIND-Sudoku-master">
<img data-src="CSS/Images/Projects/sudoku.jpg" class="img-responsive">
</a>
<h3>Sudoku Solver</h3>
<p>Solves sudoku puzzles in Python using constraint propagation, including using the naked twins strategy. </p>
</div>
<div class="slide item">
<h2>Projects</h2>
<a href="http://codepen.io/mtroiani/full/bEKMaN/">
<img data-src="CSS/Images/Projects/tictactoe.png" class="img-responsive">
</a>
<h3>Unbeatable Tic Tac Toe</h3>
<p>Tic Tac Toe player that cannot be beaten. Uses the minimax algorithm in JavaScript to choose optimal moves.</p>
</div>
</div>
<div id="dataProjects" class="section">
<div class="slide item">
<h2>Data Visualization Projects</h2>
<a href="http://codepen.io/mtroiani/full/VaOErz">
<img data-src="CSS/Images/Projects/derby.png" class="img-responsive">
</a>
<h3>Mapping Roller Derby Across the World</h3>
<p>CSS and D3.js</p>
</div>
<div class="slide item">
<h2>Data Visualization Projects</h2>
<a href="http://codepen.io/mtroiani/full/ZQgxRP/">
<img data-src="CSS/Images/Projects/bicycling.png" class="img-responsive">
</a>
<h3>Doping in Pro Bike Racing Scatterplot</h3>
<p>CSS and D3.js</p>
</div>
<div class="slide item">
<h2>Data Visualization Projects</h2>
<a href="http://codepen.io/mtroiani/full/YWKJEy/">
<img data-src="CSS/Images/Projects/Meteorites.png" class="img-responsive">
</a>
<h3>Mapping Meteorites Across the Globe</h3>
<p>CSS and D3.js</p>
</div>
<div class="slide item">
<h2>Data Visualization Projects</h2>
<a href="http://codepen.io/mtroiani/full/aNEMQb//">
<img data-src="CSS/Images/Projects/heat.png" class="img-responsive">
</a>
<h3>Global Monthly Temperature History</h3>
<p>CSS and D3.js</p>
</div>
<div class="slide item">
<h2>Data Visualization Projects</h2>
<a href="http://codepen.io/mtroiani/full/YWzxEO/">
<img data-src="CSS/Images/Projects/nations.png" class="img-responsive">
</a>
<h3>National Contiguity Force Directed Graph</h3>
<p>CSS and D3.js</p>
</div>
</div>
<div id="contact" class="section">
<h2>Contact Me</h2>
<a href="mailto:troiani.mary@gmail.com"><i class="fa fa-envelope-o"></i></a>
<a href="https://github.com/mtroiani"><i class="fa fa-github-alt"></i></a>
<a href="https://www.linkedin.com/in/marytroiani"><i class="fa fa-linkedin"></i></a>
<p class="sm-text">Made with <i class="fa fa-heart"></i> by Mary Troiani.</p>
</div>
</div>
</div>
<script src="Javascript/mtroianiPortfolio.js"></script>
</body>
</html>