The latest articles on DEV Community by Siddhesh (@sonar2377). https://dev.to/sonar2377 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F1176006%2F70199849-2fb0-4ff3-afa3-9b82362c0e00.jpeg https://dev.to/sonar2377 en Siddhesh Mon, 08 Sep 2025 06:02:13 +0000 https://dev.to/sonar2377/free-opensource-resume-builder-httpsfree-resume-builder-sixvercelapp-2e74 https://dev.to/sonar2377/free-opensource-resume-builder-httpsfree-resume-builder-sixvercelapp-2e74 <div class="crayons-card c-embed text-styles text-styles--secondary"> <div class="c-embed__content"> <div class="c-embed__cover"> <a href="https://free-resume-builder-six.vercel.app/" class="c-link align-middle" rel="noopener noreferrer"> <img alt="" src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Ffree-resume-builder-six.vercel.app%2Fog.png" height="auto" class="m-0"> </a> </div> <div class="c-embed__body"> <h2 class="fs-xl lh-tight"> <a href="https://free-resume-builder-six.vercel.app/" rel="noopener noreferrer" class="c-link"> Free Resume Builder — AI Powered, No Sign Up </a> </h2> <p class="truncate-at-3"> Make a resume instantly. 100% free, AI-powered, no sign up required. </p> <div class="color-secondary fs-s flex items-center"> <img alt="favicon" class="c-embed__favicon m-0 mr-2 radius-0" src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Ffree-resume-builder-six.vercel.app%2Ffavicon.png"> free-resume-builder-six.vercel.app </div> </div> </div> </div> Siddhesh Fri, 15 Aug 2025 05:00:00 +0000 https://dev.to/sonar2377/introducing-neuroverse-beta-3-modular-private-ai-assistant-for-android-bdg https://dev.to/sonar2377/introducing-neuroverse-beta-3-modular-private-ai-assistant-for-android-bdg <h2> Introducing NeuroVerse Beta‑3 — Modular, Private AI Assistant for Android </h2> <p><strong>NeuroVerse</strong> is a privacy-first, offline AI assistant designed for Android, now with a powerful plugin system and Jetpack Compose UI. After weeks of work, I’m excited to release <strong>Beta‑3</strong>, packed with significant improvements and a smoother developer experience.</p> <h3> What Is NeuroVerse? </h3> <p>NeuroVerse transforms natural language prompts into structured commands, executes them through dynamically loaded plugins, and securely stores context using a symbolic memory system called <code>NeuronTree</code>.</p> <p>Everything runs entirely offline — no external APIs, no telemetry — just fast, local inference powered by <code>llama.cpp</code> models.</p> <h2> Beta‑3: What’s New </h2> <h3> Major Additions </h3> <ul> <li><p><strong>Modular Plugin System</strong><br> Runtime-loadable <code>.zip</code> plugins allow for flexible extension without modifying core code.</p></li> <li><p><strong>Jetpack Compose UI</strong><br> The interface is now completely rebuilt using Jetpack Compose and Material 3.</p></li> <li><p><strong>AI Chat Plugin + Sharing System</strong><br> Enables local AI conversations and shared context across plugins.</p></li> <li><p><strong>Improved In‑App Update</strong><br> Enhancements to update reliability, UX, and user feedback.</p></li> </ul> <h3> AI Model Changes </h3> <ul> <li>Removed previously heavy AI models.</li> <li> <p>Retained a total of 3 lightweight models:</p> <ul> <li>2 models for reasoning tasks</li> <li>1 model for code generation</li> </ul> </li> </ul> <h2> Core Architecture Overview </h2> <div class="table-wrapper-paragraph"><table> <thead> <tr> <th>Layer</th> <th>Responsibility</th> </tr> </thead> <tbody> <tr> <td>UI</td> <td>Jetpack Compose + plugin-provided screens</td> </tr> <tr> <td>Inference</td> <td> <code>llama.cpp</code> (GGUF) models</td> </tr> <tr> <td>Command Engine</td> <td>Translates structured output into device actions</td> </tr> <tr> <td>Memory</td> <td>Encrypted NeuronTree using hardware-backed keystore</td> </tr> <tr> <td>Automation</td> <td>AccessibilityService for native UI automation</td> </tr> </tbody> </table></div> <h2> Plugin System Overview </h2> <p>Each plugin is packaged as a <code>.zip</code> containing:</p> <ul> <li> <code>plugin.aar</code> — Android plugin code</li> <li> <code>Manifest.json</code> — Entry class and metadata</li> </ul> <p>Example plugin repository:<br> <strong>Neuro‑V‑Sys Plugins</strong> → <a href="https://github.com/Siddhesh2377/Neuro-V-Sys-Plugins" rel="noopener noreferrer">github.com/Siddhesh2377/Neuro-V-Sys-Plugins</a></p> <h3> Plugin Integration Steps </h3> <ol> <li>Define <code>entryClass</code> in <code>Manifest.json</code> </li> <li>Build plugin as <code>plugin.zip</code> </li> <li>NeuroVerse loads and registers plugin classes dynamically</li> <li>Plugins can expose Jetpack Compose UIs and device actions</li> </ol> <h2> Getting Started </h2> <ol> <li>Clone <a href="https://github.com/Siddhesh2377/NeuroVerse" rel="noopener noreferrer">NeuroVerse</a> </li> <li>Open in Android Studio</li> <li>Install a <code>llama.cpp</code> compatible GGUF model</li> <li>Optionally add plugins from the official repo</li> <li>Import <code>.zip</code> files using the in-app plugin manager or manually</li> </ol> <h2> Example Plugins </h2> <ul> <li> <code>ai-chat</code>: Natural language conversations</li> <li> <code>app-io</code>: Interact with app and hardware I/O</li> <li> <code>demo-macro</code>: Build routine automation tasks</li> </ul> <h2> Contributing </h2> <h3> Areas to Contribute </h3> <ul> <li>Plugin system improvements</li> <li>AI model optimization</li> <li>Task framework extensions</li> <li>UI and UX enhancements</li> </ul> <h3> How to Contribute </h3> <ol> <li>Fork this repository</li> <li>Create a feature branch</li> <li>Follow the coding and commit guidelines</li> <li>Submit a pull request with documentation</li> </ol> <h2> License and Commercial Use </h2> <p>NeuroVerse is released for <strong>personal</strong>, <strong>educational</strong>, and <strong>non-commercial</strong> use only.</p> <p>To request a commercial license:<br> Email: <code>siddheshsonar2377@gmail.com</code></p> <p>License: Custom</p> <h2> Acknowledgements </h2> <ul> <li><a href="https://github.com/ggerganov/llama.cpp" rel="noopener noreferrer"><code>llama.cpp</code></a></li> <li><a href="https://github.com/shubham0204/SmolChat-Android" rel="noopener noreferrer">SmolChat‑Android</a></li> <li>JetBrains</li> <li>Android Open Source Project</li> <li>GitHub</li> </ul> <h2> Repository Links </h2> <ul> <li>Main Project: <a href="https://github.com/Siddhesh2377/NeuroVerse" rel="noopener noreferrer">Siddhesh2377/NeuroVerse</a> </li> <li>Plugins Repo: <a href="https://github.com/Siddhesh2377/Neuro-V-Sys-Plugins" rel="noopener noreferrer">Neuro‑V‑Sys Plugins</a> </li> </ul> <p><strong>Author:</strong> Siddhesh Sonar<br> <em>Android Developer · AI Enthusiast · Open Source Contributor</em></p> programming opensource android mobile