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    <title>Forem: Harish Kumar</title>
    <description>The latest articles on Forem by Harish Kumar (@harish_kumar_m_r).</description>
    <link>https://forem.com/harish_kumar_m_r</link>
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      <title>Forem: Harish Kumar</title>
      <link>https://forem.com/harish_kumar_m_r</link>
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      <title>Building a Practical AI Portfolio on Google Cloud Run with Gemini</title>
      <dc:creator>Harish Kumar</dc:creator>
      <pubDate>Mon, 02 Feb 2026 07:52:45 +0000</pubDate>
      <link>https://forem.com/harish_kumar_m_r/building-a-practical-ai-portfolio-on-google-cloud-run-with-gemini-52jp</link>
      <guid>https://forem.com/harish_kumar_m_r/building-a-practical-ai-portfolio-on-google-cloud-run-with-gemini-52jp</guid>
      <description>&lt;p&gt;&lt;em&gt;This is a submission for the &lt;a href="https://dev.to/challenges/new-year-new-you-google-ai-2025-12-31"&gt;New Year, New You Portfolio Challenge Presented by Google AI&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  About Me
&lt;/h2&gt;

&lt;p&gt;I’m Harish, a developer focused on building practical, real-world tools rather than demo-only projects.&lt;/p&gt;

&lt;p&gt;I enjoy working at the intersection of AI, cloud infrastructure, and everyday developer workflows, especially problems around career alignment, operational hygiene, and execution clarity.&lt;/p&gt;

&lt;p&gt;For this challenge, I wanted my portfolio to be more than a static page. The goal was to let people &lt;strong&gt;interact with real tools&lt;/strong&gt;, deployed on Google Cloud Run and powered by Google AI.&lt;/p&gt;

&lt;h2&gt;
  
  
  Portfolio
&lt;/h2&gt;

&lt;p&gt;This portfolio is deployed on &lt;strong&gt;Google Cloud Run&lt;/strong&gt; and showcases three real-world tools:&lt;/p&gt;

&lt;h3&gt;
  
  
  1. Resume Alignment Scorer (Gemini-powered)
&lt;/h3&gt;

&lt;p&gt;Analyzes a resume against a job description and explains:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Overall alignment score&lt;/li&gt;
&lt;li&gt;Missing or weak skill areas&lt;/li&gt;
&lt;li&gt;Actionable improvement suggestions&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  2. Task Extractor
&lt;/h3&gt;

&lt;p&gt;Converts messy meeting notes into clear, structured action items to improve follow-through.&lt;/p&gt;

&lt;h3&gt;
  
  
  3. PII Log Redactor
&lt;/h3&gt;

&lt;p&gt;Sanitizes logs by redacting emails, phone numbers, and sensitive tokens before sharing.&lt;/p&gt;

&lt;h2&gt;
  
  
  How I Built It
&lt;/h2&gt;

&lt;p&gt;I architected this solution to be serverless, scalable, and secure:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;LLM:&lt;/strong&gt; Google Gemini 1.5 Flash for fast, structured analysis&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Frontend:&lt;/strong&gt; Responsive dark-mode dashboard built with Tailwind CSS&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Backend:&lt;/strong&gt; Node.js with Express, containerized for portability&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Cloud Infrastructure:&lt;/strong&gt; Deployed on Google Cloud Run for reliability and ease of iteration&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Sensitive credentials are handled exclusively through Cloud Run environment variables, ensuring no secrets are exposed client-side.&lt;/p&gt;

&lt;h2&gt;
  
  
  What I'm Most Proud Of
&lt;/h2&gt;

&lt;p&gt;I’m most proud of how efficiently everything integrates into a single, cohesive dashboard.&lt;/p&gt;

&lt;p&gt;By consolidating multiple real-world tools into one interface, users can seamlessly switch between sample inputs and their own data. Successfully navigating the full Cloud Run deployment pipeline — from development in Cloud Shell to a live production URL — was a meaningful technical milestone and reinforced my confidence in shipping production-grade systems.&lt;/p&gt;

&lt;p&gt;

&lt;/p&gt;
&lt;div class="ltag__cloud-run"&gt;
  &lt;iframe height="600px" src="https://ai-portfolio-final-667064858835.us-central1.run.app"&gt;
  &lt;/iframe&gt;
&lt;/div&gt;




&lt;p&gt;--labels dev-tutorial=devnewyear2026&lt;/p&gt;

</description>
      <category>devchallenge</category>
      <category>googleaichallenge</category>
      <category>portfolio</category>
      <category>gemini</category>
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