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    <title type="text" xml:lang="en">Dev Nambi - You Can't Hide the Signal</title>
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    <link type="text" href="https://devnambi.com" rel="alternate" />
    <updated>2021-01-02T20:03:00-08:00</updated>
    <id>http://devnambi.com</id>
    <author>
        <name>Dev Nambi</name>
    </author>
    <rights>Copyright (c) 2010-2013 Dev Nambi</rights>
    
    <entry>
        <title>2020 in Review</title>
        <link href="https://devnambi.com/2021/2020-reflect.html/" />
        <updated>2021-01-02T00:00:00-08:00</updated>
        <id>http://devnambi.com/2021/2020-reflect.html/</id>
        <summary type="html">&lt;p&gt;2020, &lt;a href=&quot;https://www.newyorker.com/magazine/2021/01/04/the-plague-year&quot;&gt;the Plague Year&lt;/a&gt;, is over.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Working From Home</title>
        <link href="https://devnambi.com/2020/wfh.html/" />
        <updated>2020-08-31T00:00:00-07:00</updated>
        <id>http://devnambi.com/2020/wfh.html/</id>
        <summary type="html">&lt;p&gt;COVID-19 changed the world. It has started a Pandemic Depression.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Data Engineering in the Field</title>
        <link href="https://devnambi.com/2020/data-eng-talk.html/" />
        <updated>2020-06-16T00:00:00-07:00</updated>
        <id>http://devnambi.com/2020/data-eng-talk.html/</id>
        <summary type="html">&lt;p&gt;Tomorrow, I’m giving a presentation to students in the University of Washington’s &lt;a href=&quot;https://www.pce.uw.edu/certificates/big-data-technologies&quot;&gt;Big Data Technologies&lt;/a&gt; certificate program.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>An Introduction to Single-Cell Sequencing</title>
        <link href="https://devnambi.com/2020/single-cell-intro.html/" />
        <updated>2020-05-31T00:00:00-07:00</updated>
        <id>http://devnambi.com/2020/single-cell-intro.html/</id>
        <summary type="html">&lt;p&gt;I’ve been working on &lt;a href=&quot;https://en.wikipedia.org/wiki/Single_cell_sequencing&quot;&gt;single-cell sequencing&lt;/a&gt; pipelines &lt;a href=&quot;https://viz.fredhutch.org/&quot;&gt;at work&lt;/a&gt;. My favorite collaboration was with &lt;a href=&quot;https://www.linkedin.com/in/robamezquita/&quot;&gt;Rob Amezquita&lt;/a&gt;, a brilliant postdoc. I handled the data engineering and infrastructure, and he handled the science.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Chaos and Order</title>
        <link href="https://devnambi.com/2020/chaos-order.html/" />
        <updated>2020-02-05T00:00:00-08:00</updated>
        <id>http://devnambi.com/2020/chaos-order.html/</id>
        <summary type="html">&lt;p&gt;I have too much going on. In the last 15 minutes before writing this I thought about 3 work projects, legal paperwork, trip planning, house repairs, what I’m going to cook, and helping a friend move.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Taming the White Whale - Email</title>
        <link href="https://devnambi.com/2020/email.html/" />
        <updated>2020-01-28T00:00:00-08:00</updated>
        <id>http://devnambi.com/2020/email.html/</id>
        <summary type="html">&lt;p&gt;How do I coordinate with 8 people in different groups? How does an airline tell me about changes to next week’s flight? What’s a good way for a long-lost friend to reach me?&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>A useful script for AWS credentials</title>
        <link href="https://devnambi.com/2020/set-aws-session.html/" />
        <updated>2020-01-21T00:00:00-08:00</updated>
        <id>http://devnambi.com/2020/set-aws-session.html/</id>
        <summary type="html">&lt;p&gt;My work involves elevated access to computers, including &lt;a href=&quot;https://aws.amazon.com/&quot;&gt;Amazon Web Services&lt;/a&gt; (AWS) accounts.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>20:20 Vision in 2020</title>
        <link href="https://devnambi.com/2020/setting-goals.html/" />
        <updated>2020-01-08T00:00:00-08:00</updated>
        <id>http://devnambi.com/2020/setting-goals.html/</id>
        <summary type="html">&lt;p&gt;A new year brings New Years’ Resolutions. I’ve lost track of the number of social media posts I’ve seen about this.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Kubernetes Snippets</title>
        <link href="https://devnambi.com/2020/kubernetes-snippets.html/" />
        <updated>2020-01-07T00:00:00-08:00</updated>
        <id>http://devnambi.com/2020/kubernetes-snippets.html/</id>
        <summary type="html">&lt;p&gt;I do a bunch of work with &lt;a href=&quot;https://kubernetes.io/&quot;&gt;Kubernetes&lt;/a&gt; (‘K8S’), building tools so researchers can do repeatable, scalable research using containers. To do so I had to figure out a bunch of useful commands for manipulating pods (containers), including deploying them, debugging, and host management. I started with the &lt;a href=&quot;https://kubernetes.io/docs/reference/kubectl/cheatsheet/&quot;&gt;K8S cheatsheet&lt;/a&gt; and went from there.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>2019 in Review</title>
        <link href="https://devnambi.com/2019/retrospective.html/" />
        <updated>2019-12-31T00:00:00-08:00</updated>
        <id>http://devnambi.com/2019/retrospective.html/</id>
        <summary type="html">&lt;p&gt;2019 is over. As is my tradition, I use the New Year to look back, reflect, and learn lessons. I’ve always been a student; I see life as a series of puzzles to solve, and lessons to learn.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>ElasticSearch Snippets</title>
        <link href="https://devnambi.com/2019/elasticsearch-snippets.html/" />
        <updated>2019-12-28T00:00:00-08:00</updated>
        <id>http://devnambi.com/2019/elasticsearch-snippets.html/</id>
        <summary type="html">&lt;p&gt;I do a bunch of work with &lt;a href=&quot;https://www.elastic.co/&quot;&gt;ElasticSearch&lt;/a&gt;, building tools so researchers can search through large amounts of data. I’ve had to figure out a bunch of useful queries for searching, aggregations, deletes, and index management.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Taming the TMI Beast through To Do Lists</title>
        <link href="https://devnambi.com/2019/to-do.html/" />
        <updated>2019-07-27T00:00:00-07:00</updated>
        <id>http://devnambi.com/2019/to-do.html/</id>
        <summary type="html">&lt;p&gt;What was that errand I had planned after work tomorrow?  When’s my next dentist appointment? Which friend wanted to borrow my car this weekend?&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Wikidly Taming the TMI Beast</title>
        <link href="https://devnambi.com/2019/personal-wiki.html/" />
        <updated>2019-07-12T00:00:00-07:00</updated>
        <id>http://devnambi.com/2019/personal-wiki.html/</id>
        <summary type="html">&lt;p&gt;What’s your favorite way to pack for a weekend trip? What has experience taught you about how to build AWS &lt;a href=&quot;https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html&quot;&gt;Lambda layers&lt;/a&gt;? What’s the name of that you wanted to get at IKEA?&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Taming the TMI Beast</title>
        <link href="https://devnambi.com/2019/tmi.html/" />
        <updated>2019-07-07T00:00:00-07:00</updated>
        <id>http://devnambi.com/2019/tmi.html/</id>
        <summary type="html">&lt;p&gt;“AAAAAAA, THERE IS TOO MUCH INFORMATION!” - &lt;em&gt;me, every day&lt;/em&gt;&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Becoming a Data Scientist</title>
        <link href="https://devnambi.com/2018/becoming-a-data-scientist.html/" />
        <updated>2018-11-22T00:00:00-08:00</updated>
        <id>http://devnambi.com/2018/becoming-a-data-scientist.html/</id>
        <summary type="html">&lt;p&gt;As a data scientist, one of the most common questions I hear is “How do I become a data scientist? How can I do what you do?”&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Joining Fred Hutch</title>
        <link href="https://devnambi.com/2018/joining-fred-hutch.html/" />
        <updated>2018-05-11T00:00:00-07:00</updated>
        <id>http://devnambi.com/2018/joining-fred-hutch.html/</id>
        <summary type="html">&lt;p&gt;After &lt;a href=&quot;http://devnambi.com/2018/leaving-uw.html&quot;&gt;my last job&lt;/a&gt;, I decided to work somewhere already working to make the world more equitable and just. I am fortunate to be a data scientist and engineer; it gives me the opportunity to work in many places.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Leaving the UW</title>
        <link href="https://devnambi.com/2018/leaving-uw.html/" />
        <updated>2018-05-10T00:00:00-07:00</updated>
        <id>http://devnambi.com/2018/leaving-uw.html/</id>
        <summary type="html">&lt;p&gt;It has been six months since I left my job as a data scientist at the &lt;a href=&quot;https://washington.edu&quot;&gt;University of Washington&lt;/a&gt;. I joined the UW in 2012 with the personal goal of helping students graduate with less debt. I (naively) thought this would be possible by making a university more efficient. If students can graduate &lt;em&gt;faster&lt;/em&gt;, if the right courses have more space, if UW funds are spent more intelligently, then everyone would benefit.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Buying a Van Using Data</title>
        <link href="https://devnambi.com/2017/van-buying.html/" />
        <updated>2017-06-08T00:00:00-07:00</updated>
        <id>http://devnambi.com/2017/van-buying.html/</id>
        <summary type="html">&lt;p&gt;Two of my most popular posts have been about the &lt;a href=&quot;http://www.digitaltrends.com/cars/harris-poll-survey-consumer-automotive-index-beepi-frustration/&quot;&gt;unpleasant process&lt;/a&gt; of &lt;a href=&quot;http://devnambi.com/2012/car-buying-best-practices.html&quot;&gt;buying a car&lt;/a&gt;, including a &lt;a href=&quot;http://devnambi.com/2012/car-buying-1.html&quot;&gt;replacement&lt;/a&gt; &lt;a href=&quot;http://devnambi.com/2012/car-buying-2.html&quot;&gt;vehicle&lt;/a&gt;, and a &lt;a href=&quot;http://devnambi.com/2013/cheap-car.html&quot;&gt;cheap car&lt;/a&gt; for my sister’s family.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Popular Groceries using Data</title>
        <link href="https://devnambi.com/2017/groceries-using-ratings.html/" />
        <updated>2017-01-09T00:00:00-08:00</updated>
        <id>http://devnambi.com/2017/groceries-using-ratings.html/</id>
        <summary type="html">&lt;p&gt;Everyone I know has trouble cooking. In my last blog post I looked at the &lt;a href=&quot;http://devnambi.com/2017/groceries.html&quot;&gt;most common ingredients in 24K recipes&lt;/a&gt;. I realized that there was a flaw in my previous post: it treated all recipes equally.&lt;/p&gt;
</summary>
    </entry>
    
    <entry>
        <title>Groceries as a Data Problem</title>
        <link href="https://devnambi.com/2017/groceries.html/" />
        <updated>2017-01-05T00:00:00-08:00</updated>
        <id>http://devnambi.com/2017/groceries.html/</id>
        <summary type="html">&lt;h3 id=&quot;the-benefits-of-cooking&quot;&gt;The Benefits of Cooking&lt;/h3&gt;
</summary>
    </entry>
    
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