The latest articles on DEV Community by BALAMURUGAN V (@balav1313). https://dev.to/balav1313 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4176505%2F5927bd9c-1ab2-445e-b21b-24a299c35201.png https://dev.to/balav1313 en BALAMURUGAN V Thu, 29 Oct 2026 13:50:14 +0000 https://dev.to/balav1313/ghost-file-organizer-a-spooky-python-project-261k https://dev.to/balav1313/ghost-file-organizer-a-spooky-python-project-261k <h2> Introduction </h2> <p>Hello everyone! 👋</p> <p>I am working on the Hacktoberfest 2026 Week 3 challenge, <strong>“Ghost in the Machine.”</strong></p> <p>For this challenge, I created a beginner-friendly Python project called <strong>Ghost File Organizer</strong>. It organizes files into categories such as Images, Documents, Videos, Audio, and Others, with a spooky Halloween-inspired terminal experience.</p> <h2> 🛠️ Technologies Used </h2> <ul> <li>Python</li> <li>Python standard library</li> <li>Linux</li> <li>Git and GitHub</li> </ul> <h2> ⚙️ How It Works </h2> <ol> <li>The user enters a folder path.</li> <li>The program checks the files in that folder.</li> <li>It identifies file types using their extensions.</li> <li>It displays the categories and asks for confirmation.</li> <li>It moves the files into separate folders.</li> </ol> <h2> 👻 Why I Chose This Project </h2> <p>I wanted to build something useful while learning Python programming and open-source development.</p> <p>The Halloween theme inspired me to create a file organizer with spooky terminal messages.</p> <h2> 🔓 Why Open Innovation Matters </h2> <p>Open-source development gives developers the freedom to inspect, modify, and improve software.</p> <p>This project runs locally on Linux and does not require a cloud service to organize files. That helps keep file processing on the user's own computer.</p> <p>I also plan to explore local open-weight AI models to make file categorization more intelligent while maintaining privacy.</p> <h2> 📚 What I Learned </h2> <ul> <li>Python functions</li> <li>File handling and directories</li> <li>Conditional statements and loops</li> <li>Git and GitHub</li> <li>Building a beginner-friendly open-source project</li> </ul> <h2> 🚀 Future Improvements </h2> <ul> <li>Integrate a local open-weight AI model.</li> <li>Add a graphical user interface.</li> <li>Improve file categorization.</li> <li>Add more spooky features.</li> </ul> <h2> 🔗 Project Links </h2> <p><strong>GitHub Repository:</strong> <a href="https://github.com/balav1313-cpu/Ghost-File-Organizer.git" rel="noopener noreferrer">https://github.com/balav1313-cpu/Ghost-File-Organizer.git</a></p> <p><strong>Demo:</strong> Add a screenshot or terminal recording of the project here.</p> <h2> 🎃 Conclusion </h2> <p>Ghost File Organizer combines file management with a Halloween-inspired experience. This project is part of my journey in Python and open-source development.</p> <p>Happy Hacktoberfest! 👻🎃</p> devchallenge hf26challenge BALAMURUGAN V Sun, 25 Oct 2026 11:03:15 +0000 https://dev.to/balav1313/ai-file-organizer-let-local-ai-handle-the-file-clutter-p7a https://dev.to/balav1313/ai-file-organizer-let-local-ai-handle-the-file-clutter-p7a <h2> Introduction </h2> <p>Have you ever spent time searching through a folder full of documents, images, audio files, and programming files? I wanted to explore a simple way to reduce this repetitive work.</p> <p>For the Hacktoberfest Open-Source AI Challenge, I am building <strong>AI File Organizer</strong>, a beginner-friendly Python project that uses a locally running open-weight AI model to classify filenames and help organize files into categories.</p> <h2> The Problem </h2> <p>Manually sorting files takes time, especially when a folder contains many different types of files. I wanted to explore how AI could help automate this repetitive task.</p> <h2> What I Built </h2> <p>AI File Organizer uses Python and Gemma through Ollama to suggest categories for filenames.</p> <p>The categories include:</p> <ul> <li>Study</li> <li>Images</li> <li>Documents</li> <li>Videos</li> <li>Audio</li> <li>Archives</li> <li>Code</li> <li>Other</li> </ul> <p>The program previews the suggested categories before moving files. The user can review the results and choose whether to apply the changes.</p> <h2> Technology Stack </h2> <ul> <li>Python</li> <li>Ollama</li> <li>Gemma open-weight AI model</li> <li>Git and GitHub</li> </ul> <h2> How It Works </h2> <ol> <li>The user selects a folder.</li> <li>Python reads the filenames.</li> <li>The local AI model suggests a category.</li> <li>The program displays a preview.</li> <li>The user can apply the changes after reviewing the results.</li> </ol> <h2> Demo </h2> <p><strong>Project demonstration:</strong> A screenshot of the running program will be added here after testing it locally.</p> <p>The demo will show sample filenames and the categories suggested by the AI model.</p> <h2> Why Open-Source AI Matters </h2> <p>Running an open-weight model locally gives users more control over their workflow. This project uses a local Ollama service instead of a cloud AI API.</p> <p>Once the model has been downloaded, classification can run locally without a cloud AI service, provided the local model and Ollama are available.</p> <h2> What I Learned </h2> <p>This project helped me explore Python file handling, connecting to a local AI model, processing JSON responses, and using GitHub to share code.</p> <p>It also taught me why previewing file operations before applying changes is important.</p> <h2> Future Improvements </h2> <ul> <li>Add a graphical user interface.</li> <li>Support nested folders.</li> <li>Detect duplicate files.</li> <li>Add an undo feature.</li> <li>Improve classification accuracy.</li> </ul> <h2> Project Link </h2> <p><strong>GitHub Repository:</strong> <a href="https://github.com/balav1313-cpu/hacktoberfest-ai-file-organizer" rel="noopener noreferrer">https://github.com/balav1313-cpu/hacktoberfest-ai-file-organizer</a></p> <h2> Conclusion </h2> <p>AI File Organizer is a learning project exploring how open-weight AI can reduce repetitive file organization work. My goal is to make the process easier while keeping users in control of their files.</p> <p>This project is being prepared for the Hacktoberfest Open-Source AI Challenge: Week 3, “Slow and Steady.”</p> devchallenge hf26challenge opensource challenge