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<!doctype html>
<html lang="en">
<head>
<title>Ben Hers</title>
<!-- Include stuff here -->
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.1.3/css/bootstrap.min.css" integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO" crossorigin="anonymous">
<script src="https://code.jquery.com/jquery-3.1.1.min.js"
integrity="sha256-hVVnYaiADRTO2PzUGmuLJr8BLUSjGIZsDYGmIJLv2b8="
crossorigin="anonymous"></script>
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.1.3/js/bootstrap.min.js" integrity="sha384-ChfqqxuZUCnJSK3+MXmPNIyE6ZbWh2IMqE241rYiqJxyMiZ6OW/JmZQ5stwEULTy" crossorigin="anonymous"></script>
<!-- Include FontAwesome -->
<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.5.0/css/all.css" integrity="sha384-B4dIYHKNBt8Bc12p+WXckhzcICo0wtJAoU8YZTY5qE0Id1GSseTk6S+L3BlXeVIU" crossorigin="anonymous">
<!-- Include CSS file -->
<link rel="stylesheet" type="text/css" href="main.css">
</head>
<body id="myPage" data-spy="scroll" data-target=".navbar" data-offset="80">
<!--NavBar-->
<nav id="mainnavbar" class="navbar fixed-top navbar-dark bg-dark navbar-expand-md">
<div class="container-fluid container_stretch navLinksall">
<div class="brandheader">
<a href="#jumboheader" class="navbar-brand">Ben Hers</a>
<button class="navbar-toggler" data-toggle="collapse" data-target="#navLinks" aria-label="Toggle Navigation">
<span class="navbar-toggler-icon"></span>
</button>
</div>
<div class="collapse navbar-collapse justify-content-end" id="navLinks">
<ul class="nav navbar-nav navbar-right">
<li class="nav-item mx-2">
<a href="#aboutedu">About</a>
</li>
<li class="nav-item mx-2">
<a href="#Experience">Experience</a>
</li>
<li class="nav-item mx-2">
<a href="#Projects">Projects</a>
</li>
</ul>
</div>
</div>
</nav>
<!-- Header -->
<div id = "jumboheader" class="jumbotron">
<div class="container">
<div class="row justify-content-between">
<div class="col-md-6 col-sm-12">
<h1>Ben Hers</h1>
<h4><i class="fas fa-envelope"></i> <a href="mailto:bhers4@gmail.com" target="_blank">bhers4@gmail.com</a></h4>
<h4><i class="fas fa-map-marker-alt"></i> Vancouver, BC</h4>
</div>
<div class="col-md-6 col-sm-12">
<h1>Find Me</h1>
<h4><i class="fab fa-github-square"></i> <a href="https://github.com/bhers4">bhers4</a></h4>
<h4><i class="fab fa-linkedin"></i> <a href="https://www.linkedin.com/in/benjamin-hers/">Benjamin Hers</a></h4>
</div>
</div>
</div>
</div>
<!-- About and Education Side by Side -->
<div id="aboutedu" class="container-fluid pt-2">
<div>
<div class="row">
<div class="col-lg-6 col-sm-12">
<!-- About -->
<h1>About</h1>
<p class="lead">
My areas of interest are Robotics, Machine Learning, and Software Development.
I am passionate about learning new technologies and building projects from robots to software tools.
Looking for full time opportunities in October 2020.
</p>
</div>
<div class="col-lg-6 col-sm-12">
<!-- About -->
<h2>Education</h2>
<div class="row">
<div class="col-lg-3 col-md-6 col-sm-12">
<div id="UBCLogo">
<!-- UBC Image -->
<img style="background-color: white;" src="http://www.volleyballbc.org/wp-content/uploads/2018/08/ubc-logo-png-transparent.png">
</div>
</div>
<div class="col-lg-9 col-md-6 col-sm-12">
<h3>University of British Columbia</h3>
<h4>Electrical Engineering</h4>
<h4>Graduation: May 2020</h4>
</div>
</div>
</div>
</div>
</div>
</div>
<!--Programming Skills-->
<div id="programmingskills" class="container-fluid mb-2">
<div class="row">
<div id="skills" class="col-lg-4 col-md-6">
<h2>Languages</h2>
<ul>
<li>Python</li>
<li>C++</li>
<li>C</li>
<li>Matlab</li>
<li>Javascript</li>
<li>HTML/CSS</li>
</ul>
<p>*In order of proficiency</p>
</div>
<div id="tools" class="col-lg-4 col-md-6">
<h2>Tools and Frameworks</h2>
<ul>
<li>Linux</li>
<li>Git</li>
<li>Perforce</li>
<li>SQL</li>
<li>NodeJS</li>
<li>Android Studio</li>
</ul>
</div>
<div class="col-lg-4 col-md-6">
<h2>Machine Learning</h2>
<ul>
<li>Tensorflow</li>
<li>PyTorch</li>
<li>OpenCV</li>
<li>QT</li>
<li>Scikit-Learn</li>
</ul>
</div>
</div>
</div>
<div class="experiencebackground pt-4">
<div id ="Experience" class="container-fluid container_stretch">
<h1>Work Experience</h1>
<!-- Arista -->
<div class="row justify-content-left mb-4">
<div class="col-lg-4 col-md-6 Cadex mx-5">
<h1>UBC Faculty of Medicine</h1>
<h4>Machine Learning Engineer Intern</h4>
</div>
<div class="col-lg-4 col-md-6 Cadex mx-5">
<h3>May 2020-September 2020</h3>
<h4>Python, PyTorch, Bash</h4>
</div>
</div>
<div class="row justify-content-left mb-4">
<div style="padding: 0px 5px;margin:0px 24px;" class="col-lg-2 col-md-4 Cadex mx-5">
<a href="https://electron.med.ubc.ca/"><img src="https://physicaltherapy.med.ubc.ca/files/2012/05/FoM-Logo_1Clr_648-e1337897181475.jpg"></a>
</div>
<div class="col-lg-7 col-md-6 Cadex mx-5">
<ul>
<li>Developed deep learning models for cryo electron microscopy images based on architectures such as Resnet, UNet, and SqueezeNet for image classification,
image segmentation, and object detection.</li>
<li>Developed a multi-head model to perform several tasks simultaneously and utilized the common base
layers between tasks to improve the quality of the outputted classes and images.</li>
<li>Leveraged research published in Arxiv to improve methods for layer normalization, optimizer algo-
rithms, and network architecture to produce more robust models that converged faster.</li>
<li>Developed web-based tools using python and Flask for data visualization and annotation for deep
learning models.</li>
</ul>
</div>
</div>
<!-- Arista -->
<div class="row justify-content-left mb-4">
<div class="col-lg-4 col-md-6 Cadex mx-5">
<h1>Arista Networks</h1>
<h4>Software Engineer Intern</h4>
</div>
<div class="col-lg-4 col-md-6 Cadex mx-5">
<h3>May 2019-August 2018</h3>
<h4>Python, C++</h4>
</div>
</div>
<div class="row justify-content-left mb-4">
<div style="padding: 0px 5px;margin:0px 24px;" class="col-lg-2 col-md-4 Cadex mx-5">
<a href="https://www.arista.com/en/"><img src="https://www.arista.com/assets/images/logo/arista_logo_blue_bg_500x280.jpg"></a>
</div>
<div class="col-lg-7 col-md-6 Cadex mx-5">
<ul>
<li>Improved performance at scale by 10% for IP Tunneling as well as wrote tests to ensure proper functionality and check edge cases in unit tests</li>
<li>Extended functionality that controlled packet access to ports and to select routes for redistribution into routing domains into both the CLI and EosSdk to allow users to configure their networks manually or through agents</li>
<li>Worked on software releases and working on bug-fixes for product tests</li>
</ul>
</div>
</div>
<!-- Cadex Electronics -->
<div class="row justify-content-left mb-4">
<div class="col-lg-4 col-md-6 Cadex mx-5">
<h1>Cadex Electronics Inc.</h1>
<h4>Research Engineer Intern</h4>
</div>
<div class="col-lg-4 col-md-6 Cadex mx-5">
<h3>January 2018-December 2018</h3>
<h4>Python, C</h4>
</div>
</div>
<div class="row justify-content-left mb-4">
<div style="padding: 0px 5px;margin:0px 24px;" class="col-lg-2 col-md-4 Cadex mx-5">
<a href="https://www.cadex.com/en"><img src="imgs/cadex.jpeg"></a>
</div>
<div class="col-lg-8 col-md-8 Cadex mx-5">
<ul>
<li>Developed and implemented machine learning algorithms using Python and interfaced with database using SQL and libraries such as Django</li>
<li>Developed firmware for DSP applications using an ARM Cortex M7(STM32). Also worked on developing code and interfacing with peripherals such as high frequency pwm generation, timers and ADC's</li>
<li>Created a GUI using Python and PyQt5 which integrated multi-threading for the control of industrial test equipment and made an easy to use UI for others to use</li>
<li>Developed and assessed different machine learning algorithms to determine a battery's state of health within 5% and integrated it into the product's firmware</li>
</ul>
</div>
</div>
<!-- Thunderbots -->
<div class="row justify-content-left mb-4">
<div class="col-lg-4 col-md-6 Cadex mx-5">
<h1><a href="https://www.ubcthunderbots.ca/" target="_blank">UBC Thunderbots</a></h1>
<h4>Electrical Co-lead</h4>
</div>
<div class="col-lg-4 col-md-6 Cadex mx-5">
<h3>September 2016-Present</h3>
<h4>Python, C, C++, Altium</h4>
</div>
</div>
<div class="row justify-content-left mb-4">
<div style="padding: 0px 5px;margin:0px 24px;" class="col-lg-3 col-md-12 Cadex mx-5">
<a href="https://www.cadex.com/en"><img src="https://www.zaber.com/images/news/sponsorships/ubc_thunderbots/thunderbots_2.jpg"></a>
</div>
<div class="col-lg-7 col-md-12 Cadex mx-5">
<h3>About</h3>
<p>UBC Thunderbots is an engineering student design team that designs and creates competitive robots to compete in the Small Size League of the international Robocup Federation. The goal of the Robocup organization is to use the platform
of robotic soccer to promote research and advancement in the field of robotics and artifical intelligence.
</p>
<h4>Projects</h4>
<ul>
<li>Firmware Development in Linux on Arm Cortex M4/M7 MCU's</li>
<li>Implemented control systems for motor control and positioning</li>
<li>Developed schematics and PCB layout using Altium for systems with componenets such as radio's, FPGA's, MCU's, and motor drivers</li>
</ul>
<h4>Check out our github <a style="color:007bff;" href="https://github.com/UBC-Thunderbots"><i class="fab fa-github-square"></i></a> for current projects and our codebase</h4>
</div>
</div>
</div>
</div>
<div id="Projects" class="container-fluid container_stretch">
<h1 style="text-align: center;">Projects</h1>
<br>
<!--Tensorflow projects-->
<h2>Deep Learning Using TensorFlow & PyTorch</h2>
<div class="row justify-content-left mb-4">
<div style="padding: 0px 5px;margin:0px 24px" class="col-lg-3 col-md-12 mx-5">
<img style="background-color: white;" src="https://icdn6.digitaltrends.com/image/digitaltrends/artificial_neural_network_1-791x388.jpg">
</div>
<div class="col-lg-7 col-md-12 mx-5">
<h2>Customer Retention Predictions</h2>
<p>Python, ANN, TensorFlow</p>
<ul>
<li>Using open source database with customers information on credit score, age, and other information predicted whether or not a customer would leave or stay with the bank</li>
<li>Using information from 10,000 customers, was able to predict with an accuracy of 85%</li>
<li>Link to code in github is here <a href="https://github.com/bhers4/Deep_Learning/tree/master/Artifical_Neural_Networks"><i class="fab fa-github-square"></i></a></li>
</ul>
</div>
</div>
<br>
<div class="row justify-content-left mb-4">
<div style="padding: 0px 5px;margin:0px 24px" class="col-lg-3 col-md-12 mx-5">
<img style="background-color: white;" src="imgs/CNN_Summary_Img1.png">
</div>
<div class="col-lg-7 col-md-12 mx-5">
<h2>Object Classification using MNIST</h2>
<p>Python, CNN, PyTorch</p>
<ul>
<li>Using the MNIST database, I setup a convolutional neural network to classify different objects</li>
<li>Link to code in github is here <a href="https://github.com/bhers4/Projects/blob/master/machine_learning/PyTorchTutorials/basic_classifier/classifier.py"><i class="fab fa-github-square"></i></a></li>
</ul>
</div>
</div>
<br>
<div class="row justify-content-left mb-4">
<div style="padding: 0px 5px;margin:0px 24px" class="col-lg-3 col-md-12 mx-5">
<img style="background-color: white;" src="imgs/RNN_Predicted_Stock_Price.png">
</div>
<div class="col-lg-7 col-md-12 mx-5">
<h2>Stock Price Prediction Using RNN's</h2>
<p>Python, RNN, TensorFlow</p>
<ul>
<li>Using the open source database of stock prices, I setup a recurrent neural network to look at opening stock price for the last 60 days(12 weeks) to predict the next days stock price</li>
<li>Link to code in github is here <a href="https://github.com/bhers4/Deep_Learning/tree/master/Recurrent_Neural_Networks/RNN"><i class="fab fa-github-square"></i></a></li>
</ul>
</div>
</div>
<br>
<!--Cloud Monitoring Project-->
<h2>Cloud Power Monitoring System</h2>
<div class="row justify-content-left mb-4">
<div style="padding: 0px 5px;margin:0px 24px;" class="col-lg-3 col-md-12 mx-5">
<img style="max-height: 200px;" src="https://upload.wikimedia.org/wikipedia/commons/thumb/3/34/Android_Studio_icon.svg/512px-Android_Studio_icon.svg.png">
</div>
<div class="col-lg-7 col-md-12 mx-5">
<h2>Wind Turbine Cloud Monitoring</h2>
<p>Java, Android Studio, Firebase, NodeMCU, STM32, UART</p>
<ul>
<li>Created a wind turbine with 3 students which was controlled with a STM32F4</li>
<li>Talked to Esp8266 over UART which then sent the latest power measurements to a Firebase cloud database</li>
<li>Created an android app that got the latest values from the cloud and displayed them for live monitoring</li>
</ul>
</div>
</div>
<!--Yelpcamp-->
<h2>Camping Website</h2>
<div class="row justify-content-left mb-4">
<div style="padding: 0px 5px;margin:0px 24px;" class="col-lg-3 col-md-12 mx-5">
<img style="" src="https://images.unsplash.com/photo-1476041800959-2f6bb412c8ce?ixlib=rb-1.2.1&ixid=eyJhcHBfaWQiOjEyMDd9&auto=format&fit=crop&w=1350&q=80%22">
</div>
<div class="col-lg-7 col-md-12 mx-5">
<h2>Website with full frontend/backend</h2>
<p>NodeJS, MongoDB, Mongoose, Express, HTML/CSS</p>
<ul>
<li>Created website for hypothetical campsite website with a full REST API</li>
<li>Using npm packages parsed incoming requests because all properties and values in the objects are untrusted and should be validated before trusting. </li>
<li>Link to code in github is here <a href="https://github.com/bhers4/WebDev/tree/master/Backend/YelpCamp"><i class="fab fa-github-square"></i></a></li>
</ul>
</div>
</div>
<!--Unreal-->
<h2>Tiny Game using Unreal Engine - WIP</h2>
<div class="row justify-content-left mb-4">
<div style="padding: 0px 5px;margin:0px 24px;" class="col-lg-3 col-md-12 mx-5">
<img style="" src="imgs/UnrealEngineGame.PNG">
</div>
<div class="col-lg-7 col-md-12 mx-5">
<h2>Small Escape Room Game</h2>
<p>C++, Unreal Engine</p>
<ul>
<li>Created small game using unreal engine where you had to escape a building by triggering hidden switches</li>
<li>Implementing logic using C++</li>
<li>Link to code in github is here <a href="https://github.com/bhers4/Unreal/tree/master/BuildingEscape/BuildingEscapeProj"><i class="fab fa-github-square"></i></a></li>
</ul>
</div>
</div>
</div>
</body>
</html>