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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="Data science, software, digital agriculture and agtech consultants.">
<title>Asher & Co.</title>
<link rel="stylesheet" href="https://unpkg.com/purecss@1.0.0/build/pure-min.css" integrity="sha384-" crossorigin="anonymous">
<!--[if lte IE 8]>
<link rel="stylesheet" href="https://unpkg.com/purecss@1.0.0/build/grids-responsive-old-ie-min.css">
<![endif]-->
<!--[if gt IE 8]><!-->
<link rel="stylesheet" href="https://unpkg.com/purecss@1.0.0/build/grids-responsive-min.css">
<!--<![endif]-->
<!--[if lte IE 8]>
<link rel="stylesheet" href="css/layouts/blog-old-ie.css">
<![endif]-->
<!--[if gt IE 8]><!-->
<link rel="stylesheet" href="css/layouts/blog.css">
<!--<![endif]-->
</head>
<body>
<div id="layout" class="pure-g">
<div class="sidebar pure-u-1 pure-u-md-1-4">
<div class="header">
<h1 class="brand-title">Asher & Co.</h1>
<h2 class="brand-tagline">Technology for Agriculture</h2>
<nav class="nav">
<ul class="nav-list">
<li class="nav-item">
<a class="pure-button" href="https://github.com/mjasher">Github</a>
</li>
<li class="nav-item">
<a class="pure-button" href="https://www.linkedin.com/in/michael-asher-1276065b/">LinkedIn</a>
</li>
<li class="nav-item">
<a class="pure-button" href="mailto:michael.james.asher@gmail.com">Email</a>
</li>
</ul>
</nav>
</div>
</div>
<div id="banner" class="content pure-u-1 pure-u-md-3-4">
<!-- <h1 class="content-subhead">About</h1> -->
<section class="post">
<header class="post-header">
<h1 class="brand-title">Asher & Co. build Technology for Agriculture</h1>
<!-- <p class="post-meta">
By <a class="post-author" href="#">Andrew Wooldridge</a> under <a class="post-category post-category-yui" href="#">YUI</a>
</p> -->
</header>
<div class="post-description">
<p class="brand-tagline">We create productivity enhancing apps, trend revealing analysis and machine learning driven innovation.</p>
<p class="brand-tagline"><a href="mailto:michael.james.asher@gmail.com">Contact us</a> for your next digital agriculture project.</p>
<!-- 20150904_005921_5522409_RapidEye-3 -->
</div>
</section>
</div>
<div class="content pure-u-1 pure-u-md-3-4">
<div>
<!-- A wrapper for all the blog posts -->
<div class="posts">
<h1 class="content-subhead">Portfolio</h1>
<!-- A single blog post -->
<section class="post">
<header class="post-header">
<!-- <img width="48" height="48" alt="Tilo Mitra's avatar" class="post-avatar" src="img/common/tilo-avatar.png"> -->
<h2 class="post-title">Crop Area Estimation</h2>
<!-- <p class="post-meta">
By <a href="#" class="post-author">Tilo Mitra</a> under <a class="post-category post-category-design" href="#">CSS</a> <a class="post-category post-category-pure" href="#">Pure</a>
</p> -->
</header>
<div class="post-description">
<p>
A machine learning model to esimate crop areas. This involved cleaning and processing large volumes of satellite imagery.
</p>
<div class="post-images pure-g">
<div class="pure-u-1 pure-u-md-1-3 img-cont">
<img class="pure-img-responsive" src="img/crop_class_empty.png">
<div class="post-image-meta">
<h3>5 in season images</h3>
</div>
</div>
<div class="pure-u-1 pure-u-md-1-3 img-cont">
<img class="pure-img-responsive" src="img/crop_class_full.png">
<div class="post-image-meta">
<h3>56 ac. corn, 20 ac. replant and 46 ac. beans </h3>
</div>
</div>
</div>
</div>
</section>
<section class="post">
<header class="post-header">
<!-- <img width="48" height="48" alt="Tilo Mitra's avatar" class="post-avatar" src="img/common/tilo-avatar.png"> -->
<h2 class="post-title">Cloud Filter</h2>
<!-- <p class="post-meta">
By <a href="#" class="post-author">Tilo Mitra</a> under <a class="post-category post-category-design" href="#">CSS</a> <a class="post-category post-category-pure" href="#">Pure</a>
</p> -->
</header>
<div class="post-description">
<p>
A deep learning based cloud filter to improve the quality of data going into our models.
</p>
<div class="post-images pure-g">
<div class="pure-u-1 pure-u-md-1-3 img-cont">
<img class="pure-img-responsive" src="img/clear.png">
<div class="post-image-meta">
<h3>Clear</h3>
</div>
</div>
<div class="pure-u-1 pure-u-md-1-3 img-cont">
<img class="pure-img-responsive" src="img/cloud.png">
<div class="post-image-meta">
<h3>Cloudy</h3>
</div>
</div>
</div>
</div>
</section>
<section class="post">
<header class="post-header">
<!-- <img width="48" height="48" alt="Tilo Mitra's avatar" class="post-avatar" src="img/common/tilo-avatar.png"> -->
<h2 class="post-title">Yield Estimation</h2>
<!-- <p class="post-meta">
By <a href="#" class="post-author">Tilo Mitra</a> under <a class="post-category post-category-design" href="#">CSS</a> <a class="post-category post-category-pure" href="#">Pure</a>
</p> -->
</header>
<div class="post-description">
<p>
A model to estimate corn and soy yields based on real time satellite imagery. The model was trained on millions of acres of historical yield files and 8 growing seasons of satellite imagery.
</p>
<div class="post-images pure-g">
<div style="background-color: #444;" class="pure-u-1 pure-u-md-1-3 img-cont">
<img class="pure-img-responsive" src="img/f2_sat.png">
<div class="post-image-meta">
<h3>Estimated yield</h3>
</div>
</div>
<div style="background-color: #444;" class="pure-u-1 pure-u-md-1-3 img-cont">
<img class="pure-img-responsive" src="img/f2_yield.png">
<div class="post-image-meta">
<h3>Measured yield</h3>
</div>
</div>
</div>
</div>
</section>
<section class="post">
<header class="post-header">
<!-- <img width="48" height="48" alt="Tilo Mitra's avatar" class="post-avatar" src="img/common/tilo-avatar.png"> -->
<h2 class="post-title">Prescription Generator</h2>
<!-- <p class="post-meta">
By <a href="#" class="post-author">Tilo Mitra</a> under <a class="post-category post-category-design" href="#">CSS</a> <a class="post-category post-category-pure" href="#">Pure</a>
</p> -->
</header>
<div class="post-description">
<p>
App to automatically generate variable rate seeding and nitrogen prescriptions based on soil maps, climate data, satellite imagery and historical yield files. Users can customize rates and download in the format appropriate for their machinery.
</p>
<div class="post-images pure-g">
<div class="pure-u-1 pure-u-md-3-4">
<img class="pure-img-responsive" src="img/rx.png">
</div>
</div>
</div>
</section>
</div>
<div class="posts">
<h1 class="content-subhead">Team</h1>
<section class="post">
<header class="post-header">
<img width="48" height="48" class="post-avatar" src="img/masher.jpg">
<h2 class="post-title">Michael Asher</h2>
<!-- <p class="post-meta">
By <a class="post-author" href="#">Andrew Wooldridge</a> under <a class="post-category post-category-yui" href="#">YUI</a>
</p> -->
</header>
<div class="post-description">
<p>
A Data Scientist and Software Engineer. Michael loves all aspects of data rich software development. He enjoys being involved with the entire product, building and deploying models, services and web apps.
<!-- I enjoy being involved with the entire product: cleaning and storing data, analyzing and processing it, deploying APIs to production environments and protyping client apps. -->
</p>
<h3>Experience</h3>
<ul>
<li> Lead Data Scientist at Farmlogs (2015 -) </li>
<li> Analyst at Kinesis (2015) </li>
<li> Technology consultant at Threadharvest (2014) </li>
<li> Programmer at BAE Systems Applied Intelligence, formerly Stratsec (2012) </li>
<li> Intern analyst at Quantium (Summer 2010- 11) </li>
</ul>
<h3>Education</h3>
<ul>
<li> PhD in Machine Learning and Groundwater Modelling at the Australian National University (2014 - present) </li>
<li> BSc in Maths and Computer Science at the Australian National University, High Distinction Average, First Class Honours (2012) </li>
<li> Higher School Certificate, ATAR of 99.75 (2008) </li>
</ul>
</div>
</section>
</div>
<!-- <div class="footer">
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<li class="pure-menu-item"><a href="http://purecss.io/" class="pure-menu-link">About</a></li>
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<li class="pure-menu-item"><a href="http://github.com/yahoo/pure/" class="pure-menu-link">GitHub</a></li>
</ul>
</div>
</div> -->
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</div>
</div>
</body>
</html>