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    <title>DEV Community: Aman Kumar</title>
    <description>The latest articles on DEV Community by Aman Kumar (@aman179102).</description>
    <link>https://dev.to/aman179102</link>
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      <title>DEV Community: Aman Kumar</title>
      <link>https://dev.to/aman179102</link>
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      <title>From ML Model to Deployable AI App – MoodSense AI</title>
      <dc:creator>Aman Kumar</dc:creator>
      <pubDate>Sat, 11 Apr 2026 11:24:13 +0000</pubDate>
      <link>https://dev.to/aman179102/from-ml-model-to-deployable-ai-app-moodsense-ai-4h0h</link>
      <guid>https://dev.to/aman179102/from-ml-model-to-deployable-ai-app-moodsense-ai-4h0h</guid>
      <description>&lt;p&gt;I built an end-to-end NLP project that detects mood from text and turns it into a usable application.&lt;/p&gt;

&lt;p&gt;Key features:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Multi-class mood classification&lt;/li&gt;
&lt;li&gt;Confidence score + probability distribution&lt;/li&gt;
&lt;li&gt;Recommendation system&lt;/li&gt;
&lt;li&gt;FastAPI backend + Gradio UI&lt;/li&gt;
&lt;li&gt;Live deployment&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Live: &lt;a href="https://huggingface.co/spaces/aman179102/moodsense-ai" rel="noopener noreferrer"&gt;Click Me&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;GitHub: &lt;a href="https://github.com/aman179102/moodsense-ai" rel="noopener noreferrer"&gt;Click Me&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Big takeaway: ML is just one part — productization is what really matters.&lt;/p&gt;

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      <category>ai</category>
      <category>nlp</category>
      <category>python</category>
      <category>machinelearning</category>
    </item>
    <item>
      <title>From CLI to GUI: Building an AI Podcast Studio (PodVoice)</title>
      <dc:creator>Aman Kumar</dc:creator>
      <pubDate>Sun, 29 Mar 2026 08:18:05 +0000</pubDate>
      <link>https://dev.to/aman179102/from-cli-to-gui-building-an-ai-podcast-studio-podvoice-1hdp</link>
      <guid>https://dev.to/aman179102/from-cli-to-gui-building-an-ai-podcast-studio-podvoice-1hdp</guid>
      <description>&lt;p&gt;I originally built PodVoice as a CLI tool to convert Markdown into multi-speaker audio using Coqui XTTS.&lt;/p&gt;

&lt;p&gt;While it worked well, usability was a challenge.&lt;/p&gt;

&lt;p&gt;So I built PodVoice Studio — a web-based GUI on top of it.&lt;/p&gt;

&lt;p&gt;Key features:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Voice gallery with preview&lt;/li&gt;
&lt;li&gt;Single &amp;amp; multi-speaker generation&lt;/li&gt;
&lt;li&gt;Markdown-based scripting&lt;/li&gt;
&lt;li&gt;Fully local execution&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Tech stack:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Python&lt;/li&gt;
&lt;li&gt;FastAPI&lt;/li&gt;
&lt;li&gt;Coqui XTTS&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Would love feedback from the community.&lt;/p&gt;

&lt;p&gt;GitHub: &lt;a href="https://github.com/aman179102/podvoice" rel="noopener noreferrer"&gt;https://github.com/aman179102/podvoice&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fr5h2j4fqkusfxrkn0x1e.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fr5h2j4fqkusfxrkn0x1e.png" alt=" " width="800" height="500"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fbjti7fnzmuuwxhit4ozm.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fbjti7fnzmuuwxhit4ozm.png" alt=" " width="800" height="500"&gt;&lt;/a&gt;&lt;/p&gt;

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      <category>ai</category>
      <category>opensource</category>
      <category>python</category>
      <category>showdev</category>
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