Hands-on AI projects from beginner to expert. Pick a challenge and start building.
Build a complete AI-powered SaaS product with user auth, subscription billing, AI core functionality, usage tracking, admin dashboard, and landing page.
Build a platform for sharing and deploying custom AI agents. Users can publish agents with descriptions, try others' agents, rate them, and deploy via API or embed.
Build a UI for the complete model fine-tuning workflow: dataset preparation with labeling, training configuration, job monitoring, and evaluation with test prompts.
Orchestrate multiple specialized AI agents that collaborate on complex tasks. Build a coordinator that decomposes tasks, assigns them to specialists, and synthesizes results.
Build an app that processes multiple input types: text, images, audio, and documents. Perform cross-modal tasks like describing images, transcribing audio, and answering questions about documents.
Build a VS Code extension-like AI coding assistant with inline completions, chat sidebar, code explanation, bug detection, and context-aware suggestions.
Build an agent that autonomously researches topics by searching the web, reading articles, synthesizing information, and producing structured research reports with citations.
Build an AI email assistant that drafts replies, composes new emails with tone control, summarizes email threads, and suggests quick responses.
Build a search engine with conversational follow-up questions. Maintain context across queries, show source citations, and support refinement through natural dialogue.
Build a tool where users upload CSV data, ask natural language questions, and get AI-generated charts, insights, and statistical analysis with explanations.
Build an agent that takes natural language feature descriptions and generates working code. Include file structure planning, iterative refinement, and a preview sandbox.
Build a visual node-based editor for creating AI processing pipelines. Connect LLM calls, data transformations, conditional logic, and output nodes in a drag-and-drop canvas.
Build a system where two AI agents debate a given topic from opposing perspectives. Users act as judge, scoring arguments. Includes structured rounds and rebuttals.
Build an AI agent that can use tools: web search, code execution, file reading, API calls. Implement the ReAct pattern with thought/action/observation loops.
Build a Retrieval-Augmented Generation system. Upload documents, chunk and embed them into a vector store, and query with natural language to get AI answers grounded in your data.
Build a voice recording app that transcribes speech to text using AI, then formats and organizes the transcription with automatic tagging, headings, and action item extraction.
Build a multi-language translator with context-aware translations, tone preservation, idiom handling, translation memory, and side-by-side comparison.
Build a no-code chatbot creator where users define personality, knowledge base, conversation flows, and deploy the bot with an embeddable widget.
Build a tool that summarizes articles, PDFs, and YouTube videos. Support multiple summary lengths, key points extraction, and summary comparison.
Build a sentiment analysis tool that analyzes text, social media posts, or product reviews. Display results with confidence scores, emotion breakdown, and trend charts.
Build a tool where users paste code and receive AI-powered reviews with bug detection, security vulnerability scanning, performance suggestions, and refactoring recommendations.
Build a frontend interface for AI image generation with prompt input, style presets, aspect ratio selection, generation history gallery, and image variations.
Build a text editor with AI-powered writing assistance: grammar checking, tone adjustment, text expansion/compression, and inline suggestions like GitHub Copilot.
Build a tool for creating, testing, and sharing prompt templates with variable placeholders, version history, A/B testing results, and a community template library.
Build a beautiful chat UI for AI conversations with streaming response display, message history, conversation management, code block rendering, and markdown support.