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<!DOCTYPE html>
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<html class="no-js"> <!--<![endif]-->
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
<title>Binbin Li</title>
<meta name="description" content="">
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</head>
<body class="bg-fixed bg-1">
<div class="main-container">
<div class="main wrapper clearfix">
<!-- Header Start -->
<header id="header">
<div id="logo">
<h1>Binbin Li</h1>
</div>
</header>
<!-- Header End -->
<!-- Main Tab Container -->
<div id="tab-container" class="tab-container">
<!-- Tab List -->
<ul class='etabs'>
<li class='tab' id="tab-about">
<a href="#about"><i class="icon-user"></i><span> About Me</span></a>
</li>
<li class='tab'>
<a href="#experience"><i class="icon-file-text"></i><span> Resume</span></a>
</li>
<li class='tab'>
<a href="#project"><i class="icon-heart"></i><span> Project</span></a>
</li>
<li class='tab'>
<a href="#contact"><i class="icon-envelope"></i><span> Contact</span></a>
</li>
</ul>
<!-- End Tab List -->
<div id="tab-data-wrap">
<!-- About Tab Data -->
<div id="about">
<section class="clearfix">
<div class="g2">
<div class="photo">
<img src="head.jpg">
</div>
<div class="info">
<h2>
Binbin Li
</h2>
<p>
Hello! I am a MSE student in the Computer Science and Engineering at University of Michigan. I am always curious about the unknown areas and able to absorb new knowledge and skills
actively and quickly. I have done lots of front-end projects such as IOS app, Android app and web services. In the meantime, I also spent 2 years on the research of Machine Learning and took the most relevant courses.
Currently I'm looking for a fulltime position in software development or the application of data science.
</p>
</div>
</div>
<div class="g1">
<div class="main-links sidebar">
<ul>
<li>
<a href="#experience">View My Resume</a>
</li>
<li>
<a href="#project">My Project</a>
</li>
<li>
<a href="#contact">Contact Me</a>
</li>
</ul>
</div>
</div>
<div class="break"></div>
</section><!-- content -->
</div>
<!-- End About Tab Data -->
<!-- Resume Tab Data -->
<div id="experience">
<section class="clearfix">
<div class="g2">
<h3>
Education
</h3>
<ul class="no-list work">
<li>
<h5>
University of Michigan - Ann Arbor
</h5><span class="label label-info">Sept. 2015 - Apr. 2017</span>
<p>
M.S.E in Computer Science and Engineering </br>
Grade: 3.83/4.0
</p>
</li>
<li>
<h5>
Shanghai Jiao Tong University
</h5>
<span class="label label-info">Sept. 2011 - June 2015</span>
<p>
B.E. in School of Electronic, Information and Electrical Engineering<br/>
IEEE Honor Class(Composed of 97 students selected from 759 students in the school)
<br/>
Major: Electronics & Electric Engineering <br/>
Primary area: Computer Science & Technology <br/>
Grade: 3.63/4.3
</p>
</li>
</ul>
<h3>Related Course</h3>
<ul class="no-list work">
<li>
<h5>Taking Course at UM</h5>
<p>
Parallel Computing(EECS 587), Advanced Compiler(EECS 583)
</p>
<h5>Taken Course at UM</h5>
<p>
Information Retrieval(EECS 549/SI 650), Algorithms(EECS 586),<br>
Continuous Optimum Methods(IOE 511/MATH 562), Machine Learning(EECS 545),<br>
Database Management System(EECS 484), Introduction to AI(EECS 492)
</p>
<h5>Taken Course at SJTU</h5>
<p>
Computer Networks, Software Engineering, Computer Systems, Computer Organization, Advanced Algorithms, Data Mining Techniques, Computer Security, Natural Language Processing
</p>
</li>
</ul>
<h3>
Work Experience
</h3>
<ul class="no-list work">
<li>
<h5>Amazon Web Services at Amazon.com, Inc.</h5>
<span class="label label-info">June 2016 - Aug 2016</span>
<p>
<ul>
<li> Developed Infrastructure Fruglaity Engine which optimized the fleet usage to save money on my own.</li>
<li> Implemented the website of the Frugality Engine using Ruby on Rails, HAML/CSS and CoffeeScript with Backbone.js.</li>
<li> Called AWS internal services to identify the current internal customers and enable federated login for them.</li>
<li> Adopted backbone.paginator to realize the functionality of retrieving recommendations from the PostgresSql database.</li>
</ul>
</p>
</li>
<li>
<h5>
Center for Brain-like Computing & Machine Intelligence
</h5>
<span class="label label-info">Apr. 2013 - June 2015</span>
<p>
Supervisor: Professor Bao-Liang Lu
<ul>
<li>Designed a Matlab framework to transfer different subjects' EEG signals to unlabeled data by extracting the shared feature space via transfer learning
algorithms, PCA and Gaussian Clustering algorithm, which led to undergraduate project.
</li>
<li>Assisted in implementing a multi-model method to enhance emotion recognition accuracy by combining eye movement and EEG signals.</li>
<li>Sorted and edited movie clips used as stimuli, collected experimental data and processed the data.</li>
<li>Developed an algorithm that uses a gradient method to detect the facial contour and features within a 2.5D video captured by Microsoft Kinect.</li>
</ul>
</p>
</li>
<li>
<h5>
Research Program on Databse
</h5>
<span class="label label-info">Aug. 2012 - Aug. 2013</span>
<p>
Supervisor: Associate Professor Bin Yao
<ul>
<li>Developed an IOS app for medical management.</li>
<li>Implemented part of a program for dynamic monitoring of optimal locations in road network databases, I adopted Dijkstra algorithm to find the nearest point for each node dynamically.</li>
<li>Worked with 4 team members to compare the performance of 5 different data structure servers, I focused on processing data stored as RDF using a data server, Redis.</li>
</ul>
</p>
</li>
</ul>
<h3>Publication</h3>
<ul class = "no-list work">
<li><h6>Yi-Fei Lu, Wei-Long Zheng, Bin-Bin Li, Bao-Liang Lu. <I>Combining Eye Movements and EEG to Enhance Emotion Recognition</I> [<a href="http://ijcai.org/papers15/Papers/IJCAI15-169.pdf">paper</a>] IJCAI 2015 </h6></li>
</ul>
<h3>Honors & Awards</h3>
<ul class="no-list work">
<li>
<span class="label label-info">Feb. 2014</span>
<h6>Meritorious Winner in Interdisciplinary Contest In Modeling[<a href="ICM.pdf" target="_blank">paper</a>]</h6>
</li>
</ul>
<h3>Extracurricular Activities</h3>
<ul class="no-list work">
<li>
<h6>Shanghai Jiao Tong University Library Student Management Committee</h6>
<p>
<ul>
<li>Vice-President
<span class = "label label-info">June 2013 - June2014</span><br>Maintained the <a href="http://xgh.lib.sjtu.edu.cn/home/" target="_blank">homepage</a> of the committee and planned the physical activities in the committee.
</li>
<li>Vice-Minister
<span class="label label-info">June 2012 - June 2013</span><br>
Organized the volunteer work in the library and planned the donations of books.
</li>
</ul>
</p>
<h6>Shanghai Jiao Tong University Loving Homes</h6>
<p>
<ul>
<li>Founder and Officer in Book Recycling Department
<span class="label label-info">Apr. 2012 - Apr. 2013</span><br>
<ul>
<li>Participated in setting up the department.</li>
<li>Organized volunteer work and recycled, sorted and delivered used books.</li>
</ul>
</li>
</ul>
</p>
</li>
</ul>
</div>
<div class="g1">
<div class="sidebar">
<h3>
Skills
</h3>
<h5>
Tools
</h5>
<div class="meter emerald">
<span style="width: 95%"><span>Matlab</span></span>
</div>
<div class="meter pomengrate">
<span style="width: 95%"><span>Git</span></span>
</div>
<div class="meter carrot">
<span style="width: 95%"><span>Eclipse</span></span>
</div>
<div class="meter wisteria">
<span style="width: 90%"><span>Visual Studio</span></span>
</div>
<div class="meter sunflower">
<span style="width: 95%"><span>LaTeX</span></span>
</div>
<div class="meter midnight">
<span style="width: 96%"><span>Vim</span></span>
</div>
<div class="meter wisteria">
<span style="width: 85%"><span>BeGaze</span></span>
</div>
<div class="meter sunflower">
<span style="width: 88%"><span>Adobe Premiere </span></span>
</div>
<div class="break"></div>
<h5>
Programming Language
</h5>
<div class="meter emerald">
<span style="width: 90%"><span>Java</span></span>
</div>
<div class="meter carrot">
<span style="width: 98%"><span>C++, C</span></span>
</div>
<div class="meter sunflower">
<span style="width: 96%"><span>Python</span></span>
</div>
<div class="meter wisteria">
<span style="width: 95%"><span>Ruby</span></span>
</div>
<div class="meter pomengrate">
<span style="width: 93%"><span>HAML/HTML/CSS</span></span>
</div>
<div class="meter midnight">
<span style="width: 95%"><span>CoffeeScript/JavaScript, Ajax, Jquery</span></span>
</div>
<div class="meter carrot">
<span style="width: 95%"><span>MongoDB, PostgreSQL, SQL*Plus</span></span>
</div>
</div>
</div>
</section>
</div>
<div id="project">
<section class="clearfix">
<ul class = "no-list work">
<li>
<h5>Infrastructure Frugality Engine</h5>
<span class = "label label-success">June 2016 - Aug. 2016</span>
<p>Implemented the website of the Frugality Engine using Ruby on Rails, HAML/CSS and CoffeeScript with backbone.js.</p>
<p>Called AWS internal services to identify the current internal customers and enable federated login for them.</p>
<p>Adopted backbone.paginator to realize the functionality of retreiving recommendations from the PostgreSQL database.</p>
</li>
<li>
<h5>Information Retrieval Project</h5>
<span class = "label label-success">Jan. 2016 - Apr. 2016</span>
<p>implemented a crawler based on BFS and multithreading, analyzed crawled network via scikit-learn and NetworkX.</p>
<p>Introduced new pivot selection method and clustering algorithm to Structural Correspondence Learning for cross-domain sentiment classification, which led to 10% increasing of accuracy.</p>
</li>
<li>
<h5>Database Manage</h5>
<span class = "label label-success">Oct. 2015 - Nov. 2015</span>
<p>Embedded SQL queries into Java code (using JDBC) to generate queries on SQL*Plus and MongoDB.</p>
<p>Implemented writeahead logging with a recovery algorithm for a log manager to simulate atomicity and durability.</p>
</li>
<li>
<h5>Word Embedding Algorithms</h5>
<span class = "label label-success"> Nov. 2015 - Dec. 2015</span>
<p>Implemented Word2Vec model which is based on a 3-layer neural network. </p>
<p>Conducted the experiment on a 100 MB of the English Wikipedia corpus and compared the word analogy with that of GloVe model. </p>
<p>Analyzed the similarity between GloVe and Word2Vec based on statistics of word co-occurrence </p>
</li>
<li>
<h5>Patient Management System for Hospital (IOS App)</h5>
<span class = "label label-success"> Oct. 2014 - Nov. 2014</span>
<p>Designed the prototype of UI and implemented the interface with the server.</p>
<video width = "640" height = "480" controls>
<source src = "demo.mp4" type = "video/mp4">
</video>
</li>
<li>
<h5>PP Liner(Java Program for Computer Networks)</h5>
<span class = "label label-success"> Oct. 2013 - Jan. 2014</span>
<p>Worked with 4 members. </p>
<p>Designed UI and added a monitor observing the flow of access to prevent attacking.</p>
<img src="images/chatroom.png" width = "640" height="480" >
</img>
</li>
<li>
<h5>Computer-Go Player(C++ Program for AI)</h5>
<span class = "label label-success"> Feb. 2013 - June. 2013</span>
<p>Worked as team leader with 4 members. </p>
<p>Implemented the core function to decide next step by adopting Monte Carlo method with α - β pruning, bit manipulation and parallel computing. </p>
</li>
<li>
<h5>Timeline(Android App for Software Engineering)</h5>
<span class = "label label-success"> Sept. 2012 - Jan. 2013</span>
<p>Worked as team leader with 5 members. </p>
<p>Designed UI of the app and implemented the function that monitors and evaluates the daily schedules based on the balance among different kinds of activities to direct users to establish a healthy plan.</p>
<video width = "640" height = "480" controls>
<source src = "timeline.mp4" type = "video/mp4">
</video>
</li>
<li>
<h5>Search Engine(Python Program for Introduction to Information )</h5>
<span class = "label label-success">Feb. 2012 - Apr. 2012</span>
<p> Implemented a crawler based on BFS and multithreading. </p>
<p> Implemented a seach engine based on Lucene and Chinese word segmentation. </p>
</li>
<li>
<h5>Intelligent Vehicle in Software Mode and Hardware-in-the-Loop(HIL) Mode</h5>
<span class = "label label-success">Feb. 2012 - June 2012</span>
<p>Worked as team leader with 3 members. </p>
<p>
Developed Labview algorithms for electromagnetic and photoelectricity guided intelligent vehicles.
</p>
<p>Tested algorithms in both software mode(CyberSmart) and Hardware-in-the-Loop(HIL) mode.</p>
</li>
<li>
<h5>Joint Laboratory of NAO Robot</h5>
<span class = "label label-success"> July 2012 - Oct. 2012</span>
<p>Developed a program that enabled the NAO robot to perform a customized dance and climb stairs.</p>
</li>
<li>
<h5>Chinese Word Segmentation(Python Program)</h5>
<span class = "label label-success">Oct. 2011 - Dec. 2011</span>
<p>Worked as team leader with 4 members. </p>
<p>Implemented the function of segmentation of Chinese words based on a dictionary with word frequency and designed UI.</p>
<img src="images/segment.jpg" width = "640" height="480" >
</li>
</ul>
</section>
</div>
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</div>
<div class="sny-icon-content">
<h4>My Address</h4>
<p>2207 Stone Raod<br/>
Ann Arbor, MI, 48105</p>
</div>
</div>
</div>
<div class="g1">
<div class="sny-icon-box">
<div class="sny-icon">
<i class="icon-phone"></i>
</div>
<div class="sny-icon-content">
<h4>Mobile Number</h4>
<p>1 (734) 623-3328</p>
</div>
</div>
</div>
<div class="g1">
<div class="sny-icon-box">
<div class="sny-icon">
<i class="icon-user"></i>
</div>
<div class="sny-icon-content">
<h4>Email Address</h4>
<p><a href="mailto:[email protected]">[email protected]</a><br/><a href="mailto:[email protected]">[email protected]</a>
</p>
</div>
</div>
</div>
<div class="break"></div>
</section>
</div>
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