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    <title>DEV Community: Matteo Avigni</title>
    <description>The latest articles on DEV Community by Matteo Avigni (@matteoavigni).</description>
    <link>https://dev.to/matteoavigni</link>
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      <title>DEV Community: Matteo Avigni</title>
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      <title>My Portfolio isn't just static anymore: It talks using Gemini AI &amp; Cloud Run 🚀</title>
      <dc:creator>Matteo Avigni</dc:creator>
      <pubDate>Thu, 29 Jan 2026 22:54:06 +0000</pubDate>
      <link>https://dev.to/matteoavigni/my-portfolio-isnt-just-static-anymore-it-talks-using-gemini-ai-cloud-run-1fin</link>
      <guid>https://dev.to/matteoavigni/my-portfolio-isnt-just-static-anymore-it-talks-using-gemini-ai-cloud-run-1fin</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;h3&gt;
  
  
  About Me
&lt;/h3&gt;

&lt;p&gt;Hi! I'm Matteo Avigni, a Software Developer &amp;amp; Data Engineer with a background in Quantitative Finance. I specialize in transforming complex data into high-performing Web Apps and Desktop Solutions.&lt;/p&gt;

&lt;h3&gt;
  
  
  Portfolio
&lt;/h3&gt;

&lt;p&gt;Here is my new AI-powered portfolio:&lt;/p&gt;


&lt;div class="ltag__cloud-run"&gt;
  &lt;iframe height="600px" src="https://portfolio-matteo-ai-581073277788.europe-west1.run.app"&gt;
  &lt;/iframe&gt;
&lt;/div&gt;


&lt;p&gt;&lt;em&gt;(If the embed doesn't load immediately, you can visit the site here: &lt;a href="https://portfolio-matteo-ai-581073277788.europe-west1.run.app" rel="noopener noreferrer"&gt;Live Demo&lt;/a&gt;)&lt;/em&gt;&lt;/p&gt;

&lt;h3&gt;
  
  
  How I Built It
&lt;/h3&gt;

&lt;p&gt;For this challenge, I decided to upgrade my static GitHub Pages portfolio into a dynamic, AI-powered web application hosted on &lt;strong&gt;Google Cloud Run&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The Tech Stack:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Backend:&lt;/strong&gt; Python (Flask) served via Gunicorn.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;AI:&lt;/strong&gt; Google Gemini API (Model: &lt;code&gt;gemini-2.5-flash&lt;/code&gt;) for the chat assistant.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Infrastructure:&lt;/strong&gt; Docker container deployed on Google Cloud Run.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Frontend:&lt;/strong&gt; HTML5, CSS3, JavaScript (Vanilla).&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Key Features:&lt;/strong&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;strong&gt;AI Chat Assistant:&lt;/strong&gt; I integrated a chatbot that acts as my "Virtual Agent". It uses &lt;code&gt;gemini-2.5-flash&lt;/code&gt; to answer questions about my CV, skills, and projects in real-time.&lt;/li&gt;
&lt;li&gt; &lt;strong&gt;Dynamic Context:&lt;/strong&gt; The AI is context-aware. I used "System Instructions" to feed it my professional profile, so it answers exactly like I would during an interview.&lt;/li&gt;
&lt;li&gt; &lt;strong&gt;Smart Language Detection:&lt;/strong&gt; The backend detects the user's language (Italian or English) and instructs Gemini to reply in the same language.&lt;/li&gt;
&lt;li&gt; &lt;strong&gt;Cloud Native:&lt;/strong&gt; The app is containerized and runs serverless on Cloud Run, ensuring scalability and zero maintenance.&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Why Google Cloud Run?
&lt;/h3&gt;

&lt;p&gt;I chose Cloud Run because I needed a way to host a Python backend (for the API key security) without managing servers. The &lt;code&gt;gcloud&lt;/code&gt; deployment was seamless, and the "Scale to Zero" feature ensures I don't pay when no one is visiting.&lt;/p&gt;

&lt;h3&gt;
  
  
  What I'm Most Proud Of
&lt;/h3&gt;

&lt;p&gt;I'm particularly proud of the &lt;strong&gt;"Chat with my CV"&lt;/strong&gt; feature. Instead of forcing recruiters to read a long PDF, they can now simply ask: &lt;em&gt;"What is Matteo's experience with Django?"&lt;/em&gt; and get an immediate, accurate answer. It makes the portfolio interactive and demonstrates my skills with GenAI and Cloud Engineering in practice.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Source Code / Repository:&lt;/strong&gt;&lt;br&gt;
&lt;a href="https://github.com/matteoavigni/portfolio-challenge" rel="noopener noreferrer"&gt;https://github.com/matteoavigni/portfolio-challenge&lt;/a&gt;&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Submitted for the New Year, New You Portfolio Challenge 2026.&lt;/em&gt;&lt;/p&gt;

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      <category>gemini</category>
      <category>portfolio</category>
      <category>googleaichallenge</category>
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