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    <title>Asapanna Rakesh</title>
    <description>Asapanna Rakesh&apos;s Dev Blog</description>
    <link>https://inside.asra.dev/</link>
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    <pubDate>Mon, 23 Feb 2026 22:27:52 +0000</pubDate>
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      <item>
        <title>The Big Bad How Tos Guide</title>
        <description>&lt;h2 id=&quot;how-to-connect-github-pages--custom-domain&quot;&gt;How To Connect GitHub Pages &amp;amp; Custom Domain&lt;/h2&gt;

&lt;ul&gt;
  &lt;li&gt;&lt;a href=&quot;https://github.com/rozeappletree/myaixp&quot;&gt;Linking the domain to GitHub pages&lt;/a&gt;&lt;/li&gt;
  &lt;li&gt;&lt;a href=&quot;https://www.youtube.com/watch?v=2K7asqt8wMw&quot;&gt;How to use your Custom Namecheap Domain Name for GitHub Pages&lt;/a&gt;&lt;/li&gt;
  &lt;li&gt;&lt;a href=&quot;https://docs.github.com/en/pages/configuring-a-custom-domain-for-your-github-pages-site/managing-a-custom-domain-for-your-github-pages-site#configuring-an-apex-domain&quot;&gt;Configuring an apex domain&lt;/a&gt;&lt;/li&gt;
  &lt;li&gt;&lt;a href=&quot;https://thomasgauvin.com/writing/setting-up-a-subdomain-github-pages-namecheap&quot;&gt;Subdomain with GH pages and Namecheap&lt;/a&gt;&lt;/li&gt;
  &lt;li&gt;&lt;a href=&quot;https://www.namecheap.com/support/knowledgebase/article.aspx/9678/2237/how-to-redirect-subdomain-to-a-certain-ip-address-along-with-a-port/&quot;&gt;Redirect the subdomain to a certain IP address along with a port&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
</description>
        <pubDate>Tue, 25 Nov 2025 03:00:00 +0000</pubDate>
        <link>https://inside.asra.dev/how%20to/2025/11/25/the-big-bad-how-tos-guide/</link>
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        <category>dev</category>
        
        
        <category>How To</category>
        
      </item>
    
      <item>
        <title>Good Reading Materials</title>
        <description>&lt;h1 id=&quot;list-of-good-reading-materials&quot;&gt;List of Good Reading Materials&lt;/h1&gt;

&lt;p&gt;This may include video lectures.&lt;/p&gt;

&lt;h3 id=&quot;artificial-intelligence&quot;&gt;Artificial Intelligence&lt;/h3&gt;

&lt;ul&gt;
  &lt;li&gt;&lt;a href=&quot;https://docs.google.com/document/d/1WUk_A3LDvRJ8ZNvRG--vhI287nDMR-VNM4YOV8mctbI&quot;&gt;Reasoning Engines By Antonio Gulli
&lt;/a&gt;&lt;/li&gt;
  &lt;li&gt;&lt;a href=&quot;https://www.youtube.com/playlist?list=PLoROMvodv4rOY23Y0BoGoBGgQ1zmU_MT_&quot;&gt;Stanford CS336 Language Modeling from Scratch I 2025&lt;/a&gt;&lt;/li&gt;
  &lt;li&gt;&lt;a href=&quot;https://www.sscardapane.it/alice-book/&quot;&gt;Alice’s Adventures in a differentiable wonderland&lt;/a&gt;&lt;/li&gt;
  &lt;li&gt;&lt;a href=&quot;https://docs.google.com/document/u/0/d/1rsaK53T3Lg5KoGwvf8ukOUvbELRtH-V0LnOIFDxBryE/mobilebasic&quot;&gt;Agentic Design Patterns By Antonio Gulli&lt;/a&gt;&lt;/li&gt;
  &lt;li&gt;&lt;a href=&quot;https://arxiv.org/pdf/2511.18538&quot;&gt;From Code Foundation Models to Agents and Applications: A
Practical Guide to Code Intelligence&lt;/a&gt;&lt;/li&gt;
  &lt;li&gt;&lt;a href=&quot;https://arena-chapter1-transformer-interp.streamlit.app/&quot;&gt;Transformers Interpretability (ARENA Chapters)&lt;/a&gt;&lt;/li&gt;
  &lt;li&gt;&lt;a href=&quot;ickma.dev&quot;&gt;ickma.dev&lt;/a&gt; — Notes on Deep Learning and Math
A growing collection of structured study notes and visual explanations — written for clarity, reproducibility, and long-term memory.&lt;/li&gt;
&lt;/ul&gt;

&lt;h3 id=&quot;algorithms-long-form&quot;&gt;Algorithms (Long Form)&lt;/h3&gt;

&lt;ul&gt;
  &lt;li&gt;&lt;a href=&quot;https://www.oreilly.com/library/view/understanding-compression/9781491961520/&quot;&gt;Understanding Compression – by Colt McAnlis, Aleks Haecky&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
</description>
        <pubDate>Sun, 23 Nov 2025 05:00:00 +0000</pubDate>
        <link>https://inside.asra.dev/reading%20materials/2025/11/23/good-reading-materials/</link>
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        <category>Books</category>
        
        <category>Research Papers</category>
        
        <category>Whitepapers</category>
        
        
        <category>Reading Materials</category>
        
      </item>
    
      <item>
        <title>Product Collab: Let Us Build Together!</title>
        <description>&lt;h2 id=&quot;product-collab-let-us-build-together&quot;&gt;&lt;strong&gt;Product Collab:&lt;/strong&gt; Let Us Build Together!&lt;/h2&gt;

&lt;p&gt;Hey. If you want to build any of these products, let us catch up! Please message me on &lt;a href=&quot;https://www.linkedin.com/in/asapanna-rakesh/&quot;&gt;LinkedIn&lt;/a&gt;.&lt;/p&gt;

&lt;ul&gt;
  &lt;li&gt;&lt;strong&gt;GenAd&lt;/strong&gt; (.tech) (.io): Generate Ads for different social media platforms and post automatically.&lt;/li&gt;
  &lt;li&gt;&lt;strong&gt;NoResume&lt;/strong&gt; (or) &lt;strong&gt;RoleReady&lt;/strong&gt;: A micro-SaaS application that takes user information and JD to generate resume and cover letter and intro messages.&lt;/li&gt;
&lt;/ul&gt;
</description>
        <pubDate>Sun, 23 Nov 2025 02:00:00 +0000</pubDate>
        <link>https://inside.asra.dev/product/2025/11/23/product-collaboration/</link>
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        <category>Product</category>
        
        <category>Collaboration</category>
        
        
        <category>Product</category>
        
      </item>
    
      <item>
        <title>Intuition Behind Matrix Multiplication</title>
        <description>&lt;h1 id=&quot;intuition-behind-matrix-multiplication&quot;&gt;Intuition Behind Matrix Multiplication&lt;/h1&gt;

&lt;div class=&quot;language-plaintext highlighter-rouge&quot;&gt;&lt;div class=&quot;highlight&quot;&gt;&lt;pre class=&quot;highlight&quot;&gt;&lt;code&gt;It is my experience that proofs involving marices can be
shortened by 50% if one throws the matrices out.

--- Emil Artin
&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;

&lt;h4 id=&quot;highlights&quot;&gt;Highlights&lt;/h4&gt;

&lt;ul&gt;
  &lt;li&gt;Matrix multiplication scales/rotates/skews a geometric plane (By remaining parallel and evenly spaced so that the origin remains fixed.)&lt;/li&gt;
&lt;/ul&gt;

&lt;hr /&gt;

&lt;h3 id=&quot;references&quot;&gt;References&lt;/h3&gt;

&lt;ul&gt;
  &lt;li&gt;&lt;a href=&quot;https://betterexplained.com/articles/matrix-multiplication/&quot;&gt;A Programmer’s Intuition for Matrix Multiplication&lt;/a&gt;&lt;/li&gt;
  &lt;li&gt;&lt;a href=&quot;https://gregorygundersen.com/blog/2018/10/24/matrices/&quot;&gt;A Geometrical Understanding of Matrices&lt;/a&gt;&lt;/li&gt;
  &lt;li&gt;&lt;a href=&quot;https://textbooks.math.gatech.edu/ila/matrix-multiplication.html&quot;&gt;Theory: Matrix Multiplication&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

</description>
        <pubDate>Sun, 23 Nov 2025 02:00:00 +0000</pubDate>
        <link>https://inside.asra.dev/math/2025/11/23/matrix-multiplication/</link>
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        <category>Math</category>
        
        <category>Matrix</category>
        
        <category>Linear Algebra</category>
        
        
        <category>Math</category>
        
      </item>
    
      <item>
        <title>NightKnight: A Digital Wellbeing Assistant</title>
        <description>&lt;h2 id=&quot;nightknight-a-digital-wellbeing-assistant&quot;&gt;NightKnight: A Digital Wellbeing Assistant&lt;/h2&gt;

&lt;p&gt;It comes at night - The Night Knight.&lt;/p&gt;

&lt;p&gt;&lt;a href=&quot;https://x.com/LiquidAI_/status/1959039478036631751&quot;&gt;Winner of audience choice award $5000 USD&lt;/a&gt;&lt;/p&gt;

&lt;h3 id=&quot;demo&quot;&gt;Demo&lt;/h3&gt;

&lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https://www.youtube.com/embed/yX3vVo7PyJM&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; allowfullscreen=&quot;&quot;&gt;
&lt;/iframe&gt;

&lt;p&gt;&lt;img width=&quot;900&quot; height=&quot;675&quot; alt=&quot;image&quot; src=&quot;https://github.com/user-attachments/assets/cc688416-04c2-4555-9ca0-54941d691f93&quot; /&gt;&lt;/p&gt;
</description>
        <pubDate>Sat, 23 Aug 2025 02:00:00 +0000</pubDate>
        <link>https://inside.asra.dev/demo/2025/08/23/digital-wellbing-assistant/</link>
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        <category>Demo</category>
        
        <category>Android</category>
        
        
        <category>Demo</category>
        
      </item>
    
      <item>
        <title>CCTVAI: Realtime Surveillance &amp; Data Driven Insights</title>
        <description>&lt;h2 id=&quot;cctvai-realtime-surveillance--data-driven-insights&quot;&gt;CCTVAI: Realtime Surveillance &amp;amp; Data Driven Insights&lt;/h2&gt;

&lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https://www.youtube.com/embed/zvgx4_wkOcI?si=793HB0Ov1pLf4nSU&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; referrerpolicy=&quot;strict-origin-when-cross-origin&quot; allowfullscreen=&quot;&quot;&gt;&lt;/iframe&gt;
</description>
        <pubDate>Mon, 30 Jun 2025 02:00:00 +0000</pubDate>
        <link>https://inside.asra.dev/demo/2025/06/30/cctvai-surveillance/</link>
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        <category>CV</category>
        
        <category>Tracking</category>
        
        
        <category>Demo</category>
        
      </item>
    
      <item>
        <title>Aerial Tacking With Drones</title>
        <description>&lt;h2 id=&quot;aerial-tacking-with-drones&quot;&gt;Aerial Tacking With Drones&lt;/h2&gt;

&lt;p&gt;One of the products built under &lt;a href=&quot;https://myaixp.com/&quot;&gt;MyAiXp.com&lt;/a&gt;&lt;/p&gt;

&lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https://www.youtube.com/embed/2EbzjPUoU8s?si=W5duKAzqrWnyOipH&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; referrerpolicy=&quot;strict-origin-when-cross-origin&quot; allowfullscreen=&quot;&quot;&gt;&lt;/iframe&gt;
</description>
        <pubDate>Sun, 20 Oct 2024 02:00:00 +0000</pubDate>
        <link>https://inside.asra.dev/demo/2024/10/20/aerial-tracking-with-drones/</link>
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        <category>Demo</category>
        
        <category>CV</category>
        
        <category>Drone</category>
        
        <category>Tracking</category>
        
        <category>EdgeAI</category>
        
        
        <category>Demo</category>
        
      </item>
    
      <item>
        <title>Very Old Pet Projects</title>
        <description>&lt;h2 id=&quot;very-old-pet-projects&quot;&gt;Very Old Pet Projects&lt;/h2&gt;

&lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https://www.youtube.com/embed/f0MQt87U91I&quot; title=&quot;Very Old Pet Projects&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture&quot; allowfullscreen=&quot;&quot;&gt;
&lt;/iframe&gt;
</description>
        <pubDate>Sun, 25 Nov 2018 02:00:00 +0000</pubDate>
        <link>https://inside.asra.dev/demo/2018/11/25/very-old-pet-projects/</link>
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        <category>Demo</category>
        
        
        <category>Demo</category>
        
      </item>
    
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