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    <title>DEV Community: Chinmayee P</title>
    <description>The latest articles on DEV Community by Chinmayee P (@chinmayeep_58).</description>
    <link>https://dev.to/chinmayeep_58</link>
    <image>
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      <title>DEV Community: Chinmayee P</title>
      <link>https://dev.to/chinmayeep_58</link>
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    <item>
      <title>Snapbooth</title>
      <dc:creator>Chinmayee P</dc:creator>
      <pubDate>Sun, 12 Apr 2026 06:53:07 +0000</pubDate>
      <link>https://dev.to/chinmayeep_58/snapbooth-20l</link>
      <guid>https://dev.to/chinmayeep_58/snapbooth-20l</guid>
      <description>&lt;p&gt;&lt;em&gt;This is a submission for the &lt;a href="https://dev.to/challenges/aprilfools-2026"&gt;DEV April Fools Challenge&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  What I Built
&lt;/h2&gt;

&lt;p&gt;I built &lt;strong&gt;SnapBooth&lt;/strong&gt;, a vintage-style photobooth web app that &lt;em&gt;looks completely normal&lt;/em&gt; at first.&lt;/p&gt;

&lt;p&gt;It includes all the expected features:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Live webcam preview&lt;/li&gt;
&lt;li&gt;Countdown timer&lt;/li&gt;
&lt;li&gt;Photo strip generation&lt;/li&gt;
&lt;li&gt;Downloadable images&lt;/li&gt;
&lt;li&gt;A clean retro aesthetic&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;But hidden inside are three “enhancement” buttons that are actually &lt;strong&gt;pranks&lt;/strong&gt;:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Depth Effect&lt;/strong&gt; - triggers a swarm of animated spiders crawling down the screen with a jumpscare&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Flip Layout&lt;/strong&gt; - rotates the entire page upside down while flipping only the user in the camera feed (gravity illusion)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;HDR Enhance&lt;/strong&gt; - launches a horror sequence with static, ghosts, and creepy messages&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The key twist is that the prank doesn’t just happen in the UI - the webcam feed itself is manipulated in real time, so users see &lt;em&gt;themselves&lt;/em&gt; inside the chaos.&lt;/p&gt;




&lt;h2&gt;
  
  
  Demo
&lt;/h2&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%2Ftmliprn2n009wtw669kk.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%2Ftmliprn2n009wtw669kk.png" alt="Main page"&gt;&lt;/a&gt;&lt;br&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%2Fq527n0l4oimyz0m3k056.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%2Fq527n0l4oimyz0m3k056.png" alt="Gravity failure"&gt;&lt;/a&gt;&lt;br&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%2F25obnejpwo73jx4h9xgh.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%2F25obnejpwo73jx4h9xgh.png" alt="Ghost effect"&gt;&lt;/a&gt;&lt;br&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%2F98anpsz6867n2d3zfoxs.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%2F98anpsz6867n2d3zfoxs.png" alt="Spider attack"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;To run the project locally:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;python photobooth_backend.py
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This starts the backend server and automatically opens the app in your browser.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Best way to demo it:&lt;/strong&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Let someone take normal photos first&lt;/li&gt;
&lt;li&gt;Suggest trying “Depth Effect”&lt;/li&gt;
&lt;li&gt;Then “HDR Enhance”&lt;/li&gt;
&lt;li&gt;Finish with “Flip Layout”&lt;/li&gt;
&lt;/ol&gt;




&lt;h2&gt;
  
  
  Code
&lt;/h2&gt;

&lt;p&gt;GitHub Repository:&lt;br&gt;
&lt;a href="https://github.com/Chinmayeep58/snapbooth/tree/main" rel="noopener noreferrer"&gt;https://github.com/Chinmayeep58/snapbooth/tree/main&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Key files:&lt;/strong&gt;&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;snapbooth/
├── photobooth_backend.py   # Backend server + OpenCV processing
├── photobooth.html         # Frontend UI
├── README.md
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;






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

&lt;p&gt;The app is built using a &lt;strong&gt;frontend + backend architecture&lt;/strong&gt;:&lt;/p&gt;

&lt;h3&gt;
  
  
  Frontend
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Pure HTML, CSS, and JavaScript&lt;/li&gt;
&lt;li&gt;No frameworks used&lt;/li&gt;
&lt;li&gt;Vintage photobooth UI design&lt;/li&gt;
&lt;li&gt;Dynamic SVG animations for spiders and ghosts&lt;/li&gt;
&lt;li&gt;CSS transforms for page flipping&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Each prank button sends a request to the backend:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="nf"&gt;fetch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;http://localhost:5000/prank?action=X&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Backend
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Python &lt;code&gt;HTTPServer&lt;/code&gt; to serve the app and handle requests&lt;/li&gt;
&lt;li&gt;OpenCV for real-time webcam processing&lt;/li&gt;
&lt;li&gt;MediaPipe for person segmentation&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Core Idea
&lt;/h3&gt;

&lt;p&gt;Instead of applying effects to the entire frame, the app isolates the person:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Detect foreground (user)&lt;/li&gt;
&lt;li&gt;Apply transformations only to them&lt;/li&gt;
&lt;li&gt;Keep the background unchanged&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;This creates effects like:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;“Hanging from the ceiling” illusion&lt;/li&gt;
&lt;li&gt;Ghost trails using frame blending&lt;/li&gt;
&lt;li&gt;Horror overlays with noise and color shifts&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Technologies Used
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;OpenCV&lt;/li&gt;
&lt;li&gt;MediaPipe&lt;/li&gt;
&lt;li&gt;NumPy&lt;/li&gt;
&lt;li&gt;Python standard libraries&lt;/li&gt;
&lt;li&gt;Vanilla JavaScript &amp;amp; CSS&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  Prize Category
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Community Favorite&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;This project is designed for maximum shareability and real-time reactions.&lt;br&gt;
The combination of a believable UI and unexpected interactive pranks makes it perfect for live demos and social sharing - exactly what April Fools is about.&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Happy pranking!!&lt;/em&gt;&lt;/p&gt;

</description>
      <category>devchallenge</category>
      <category>418challenge</category>
      <category>showdev</category>
    </item>
    <item>
      <title>Code-Buddy</title>
      <dc:creator>Chinmayee P</dc:creator>
      <pubDate>Sat, 26 Jul 2025 10:00:42 +0000</pubDate>
      <link>https://dev.to/chinmayeep_58/code-buddy-20b6</link>
      <guid>https://dev.to/chinmayeep_58/code-buddy-20b6</guid>
      <description>&lt;p&gt;&lt;em&gt;This is a submission for the &lt;a href="https://dev.to/challenges/assemblyai-2025-07-16"&gt;AssemblyAI Voice Agents Challenge&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  What I Built
&lt;/h2&gt;

&lt;p&gt;Code Buddy is an intelligent voice-powered code assistant that addresses the Domain Expert category. It allows developers to upload code files and ask questions about them using natural voice commands, receiving expert-level explanations and suggestions powered by AI.&lt;/p&gt;

&lt;h2&gt;
  
  
  Demo
&lt;/h2&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%2F4clzzypimtm1ymbd0e9l.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%2F4clzzypimtm1ymbd0e9l.png" alt="main code uploading page" width="800" height="432"&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%2F7uxz47qjfb8oqqfonla7.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%2F7uxz47qjfb8oqqfonla7.png" alt="analyzing code and speech to text feature of AssemblyAI" width="800" height="404"&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%2F06k5biy05962gm6f0qjd.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%2F06k5biy05962gm6f0qjd.png" alt="output" width="800" height="430"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  GitHub Repository
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://github.com/Chinmayeep58/code_buddy" rel="noopener noreferrer"&gt;https://github.com/Chinmayeep58/code_buddy&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Technical Implementation &amp;amp; AssemblyAI Integration
&lt;/h2&gt;

&lt;p&gt;Code Buddy leverages AssemblyAI's powerful transcription capabilities to convert voice questions into text with high accuracy, especially for technical terminology. &lt;/p&gt;

&lt;p&gt;Key AssemblyAI Features Utilized&lt;br&gt;
Multi-Format Audio Support&lt;/p&gt;

&lt;p&gt;Supports WAV, MP3, M4A, FLAC formats&lt;br&gt;
Handles varying audio quality from phone recordings to professional mics&lt;/p&gt;

&lt;p&gt;High Accuracy for Technical Terms&lt;br&gt;
AssemblyAI excels at transcribing programming-related terminology:&lt;/p&gt;

&lt;p&gt;Function names: "calculate_fibonacci", "parse_json_data"&lt;br&gt;
Technical concepts: "API endpoints", "database queries", "machine learning"&lt;br&gt;
Code-specific language: "optimize this algorithm", "refactor the function"&lt;/p&gt;

&lt;p&gt;Robust Error Handling&lt;/p&gt;

&lt;p&gt;Additional feature:&lt;br&gt;
Browser Recording (For Convenience)&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;JavaScript MediaRecorder API for in-browser recording&lt;/li&gt;
&lt;li&gt;Generates downloadable audio files&lt;/li&gt;
&lt;li&gt;Seamless integration with AssemblyAI transcription &lt;/li&gt;
&lt;/ul&gt;

</description>
      <category>devchallenge</category>
      <category>assemblyaichallenge</category>
      <category>ai</category>
      <category>api</category>
    </item>
    <item>
      <title>My after the hack: Code, Chaos, and a Lot of Learning</title>
      <dc:creator>Chinmayee P</dc:creator>
      <pubDate>Wed, 16 Jul 2025 12:34:06 +0000</pubDate>
      <link>https://dev.to/chinmayeep_58/my-after-the-hack-code-chaos-and-a-lot-of-learning-57pf</link>
      <guid>https://dev.to/chinmayeep_58/my-after-the-hack-code-chaos-and-a-lot-of-learning-57pf</guid>
      <description>&lt;p&gt;&lt;em&gt;This is a submission for the &lt;a href="https://dev.to/challenges/wlh"&gt;World's Largest Hackathon Writing Challenge&lt;/a&gt;: After the Hack.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;Developing applications or even small programs started as a necessity, be it for marks, or the sake of participation. I spent my first hackathon wondering what and how my teammates where building stuff, out of passion and so much dedication (oh I remember them not even taking a nap). It made me feel that building a product needs an inspiration along with the expertise.&lt;/p&gt;

&lt;p&gt;After the hackathon, I began exploring tech stacks, and without wasting a moment I began building whatever I came across (platform didn't matter, my interest and uniqueness in the project did). Summer break brought in more opportunities to learn. Be it open-source projects or online hackathons, I always learned new things. I used to assume AI would take away my skill and creativity, but I used it to rectify and grow my skill.&lt;/p&gt;

&lt;p&gt;One year later I built my own portfolio website, explored technologies like VR/AR, 3D modelling and many more.&lt;/p&gt;

&lt;p&gt;That one hackathon left me thinking as to where I stand in the future if I didn't start exploring and building.&lt;/p&gt;

</description>
      <category>devchallenge</category>
      <category>wlhchallenge</category>
      <category>career</category>
      <category>entrepreneurship</category>
    </item>
    <item>
      <title>Coffee Machine: Office first love</title>
      <dc:creator>Chinmayee P</dc:creator>
      <pubDate>Fri, 04 Jul 2025 07:54:15 +0000</pubDate>
      <link>https://dev.to/chinmayeep_58/coffee-machine-office-first-love-1mdc</link>
      <guid>https://dev.to/chinmayeep_58/coffee-machine-office-first-love-1mdc</guid>
      <description>&lt;p&gt;&lt;em&gt;This is a submission for &lt;a href="https://dev.to/challenges/frontend/axero"&gt;Frontend Challenge: Office Edition sponsored by Axero, CSS Art: Office Culture&lt;/a&gt;.&lt;/em&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Inspiration
&lt;/h2&gt;

&lt;p&gt;Cafeteria was the place I spent the most during my first internship, and it was the place where I for the first time fell in love with the coffee (or should I say coffees). I took some reference from CSS art of other coders, and incorporated some changes.&lt;/p&gt;

&lt;h2&gt;
  
  
  Demo
&lt;/h2&gt;

&lt;p&gt;&lt;iframe height="600" src="https://codepen.io/Chinmayee-P/embed/gbpNxoo?height=600&amp;amp;default-tab=result&amp;amp;embed-version=2"&gt;
&lt;/iframe&gt;
&lt;/p&gt;

&lt;h2&gt;
  
  
  Journey
&lt;/h2&gt;

&lt;p&gt;It was a fun time creating this piece, and the only thing I could think (or smell) was coffee. Hoping to create more such art pieces.&lt;/p&gt;

</description>
      <category>frontendchallenge</category>
      <category>devchallenge</category>
      <category>css</category>
    </item>
    <item>
      <title>Cartoon Character Generator</title>
      <dc:creator>Chinmayee P</dc:creator>
      <pubDate>Thu, 03 Jul 2025 09:06:46 +0000</pubDate>
      <link>https://dev.to/chinmayeep_58/cartoon-character-generator-20ai</link>
      <guid>https://dev.to/chinmayeep_58/cartoon-character-generator-20ai</guid>
      <description>&lt;p&gt;&lt;em&gt;This post is my submission for &lt;a href="https://dev.to/deved/build-apps-with-google-ai-studio"&gt;DEV Education Track: Build Apps with Google AI Studio&lt;/a&gt;.&lt;/em&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  What I Built
&lt;/h2&gt;

&lt;p&gt;A cartoon character generator, that takes in keywords about your personality and creates a unique cartoon character, along with a description. Interesting right!! Watching AI guess your soul cartoon character and trying to describe you.&lt;/p&gt;

&lt;h2&gt;
  
  
  Demo
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://aistudio.google.com/app/prompts?state=%7B%22ids%22:%5B%221YJyKgPS3WA9A8SK9n2EIsxfQrsA2MJG1%22%5D,%22action%22:%22open%22,%22userId%22:%22111222278181792450746%22,%22resourceKeys%22:%7B%7D%7D&amp;amp;usp=sharing" rel="noopener noreferrer"&gt;Click here to experience it yourself&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  My Experience
&lt;/h2&gt;

&lt;p&gt;From giving a concise and crisp prompt, to being able to test the app in just a few minutes, this hints what the future is going to look like. Experimenting with Gemini's Build with Gemini AI, was very exciting, and gave me an opportunity to explore how I can use it in my personal projects.&lt;/p&gt;

</description>
      <category>deved</category>
      <category>learngoogleaistudio</category>
      <category>ai</category>
      <category>gemini</category>
    </item>
    <item>
      <title>Back to School Games</title>
      <dc:creator>Chinmayee P</dc:creator>
      <pubDate>Sat, 08 Jun 2024 07:20:41 +0000</pubDate>
      <link>https://dev.to/chinmayeep_58/back-to-school-games-2jnm</link>
      <guid>https://dev.to/chinmayeep_58/back-to-school-games-2jnm</guid>
      <description>&lt;p&gt;&lt;em&gt;This is a submission for &lt;a href="https://dev.to/challenges/frontend-2024-05-29"&gt;Frontend Challenge v24.04.17&lt;/a&gt;, CSS Art: June.&lt;/em&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Inspiration
&lt;/h2&gt;

&lt;p&gt;My inspiration for building this project is to improve student-teacher bonding and improve the perspective of looking at school after vacation.&lt;/p&gt;

&lt;h2&gt;
  
  
  Demo
&lt;/h2&gt;

&lt;p&gt;&lt;iframe height="600" src="https://codepen.io/Chinmayee-P/embed/XWwaNer?height=600&amp;amp;default-tab=result&amp;amp;embed-version=2"&gt;
&lt;/iframe&gt;
 &lt;/p&gt;

&lt;h2&gt;
  
  
  Journey
&lt;/h2&gt;

&lt;p&gt;Going back to school after summer break can be both joyful as well a little disappointing. That's where games play a part in making the first day less boring. Breaking from the vacation routine could take a toll on both teacher and student, thus having fun and interactive sessions, and playing these games can help make the first day interesting.&lt;/p&gt;

&lt;p&gt;There are instructions given for the games, easy to understand.&lt;br&gt;
The process of building this project helped me gain styling skills, effective usage of the CSS effects, and how combining both would result in a beautiful design. I look forward to creating more complex and interactive designs.&lt;/p&gt;

</description>
      <category>frontendchallenge</category>
      <category>devchallenge</category>
      <category>css</category>
    </item>
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