AI Project Library
Hands-on AI projects from beginner to advanced. Each guide includes architecture, full implementation, and deployment steps.
Build an AI Chatbot in Python: Complete Beginner Project
Build a multi-turn AI chatbot in Python using the OpenAI API. Includes conversation memory, streaming, a CLI interface, and a simple Gradio web UI.
Build an AI Code Explainer: Understand Any Code Instantly
Build a tool that explains code in plain English, identifies bugs, suggests improvements, and generates documentation — for any programming language.
Build an AI Email Writer: Draft Professional Emails in Seconds
Build an AI tool that drafts professional emails from bullet points or brief descriptions. Supports multiple tones, templates, and a Streamlit web UI.
Build an AI Quiz Generator from Any Text or Document
Build an AI tool that generates multiple-choice quizzes from any text, PDF, or topic. Export to JSON, run interactively, and track scores.
Build an AI Resume Analyzer: Score, Critique, and Improve Resumes
Build a tool that analyzes resumes against job descriptions, scores fit, identifies gaps, and suggests specific improvements using GPT-4o-mini.
Build an AI Document Summarizer: PDF, Text, and URL Summarization
Build an AI-powered document summarizer that handles PDFs, plain text, and web URLs. Supports map-reduce summarization for long documents and outputs key bullet points.
Build an AI Sentiment Analyzer: Classify Text Sentiment and Emotions
Build a sentiment analysis tool using GPT-4o-mini that classifies text as positive, negative, or neutral, detects emotions, and processes batches of reviews or tweets.
Build an AI Content Moderator: Classify and Filter Harmful Content
Build a content moderation system that classifies text and images for toxicity, hate speech, spam, and policy violations. Includes a review queue and confidence thresholds.
Build an AI Data Analyst: Chat with Your CSV Data
Build a natural language data analysis tool that lets you ask questions about CSV datasets. Generates and executes Python pandas code, produces charts, and explains insights automatically.
Build an AI Meeting Summarizer: Transcribe and Summarize Meetings Automatically
Build a tool that transcribes audio recordings with Whisper, summarizes with GPT-4o-mini, extracts action items, decisions, and attendee contributions into a structured meeting report.
Build an AI Research Assistant: Summarize Papers and Extract Insights
Build an AI tool that reads academic papers and web pages, extracts key findings, compares multiple sources, and generates research summaries with citations.
Build an AI Customer Support Bot with Knowledge Base
Build a production-ready customer support chatbot that answers questions from your documentation, escalates complex issues, maintains conversation history, and handles tone appropriately.
Build a RAG Document Assistant: Chat with Your Documents
Build a Retrieval-Augmented Generation system that lets you upload documents and ask questions. Uses embeddings, vector search, and GPT-4o-mini for accurate, grounded answers.
Build a Voice AI Assistant: Speech-to-Speech Conversational AI
Build a voice-enabled AI assistant using Whisper for speech recognition, GPT-4o-mini for responses, and TTS for natural voice output. Supports wake word detection and conversation memory.
Build an AI Code Review Assistant: Automated PR Reviews
Build a tool that reviews Git diffs and pull requests, identifies bugs, security issues, style violations, and suggests improvements — integrated with GitHub Actions.
Build an AI Personal Knowledge Base: Your Second Brain with AI
Build a personal knowledge management system that ingests notes, web clips, and PDFs, auto-links related content, and lets you have conversations with your accumulated knowledge.
Build an AI Sales Agent: Automated Lead Qualification and Outreach
Build an AI sales agent that qualifies leads from a CRM, personalizes outreach emails based on company research, tracks responses, and generates pipeline reports.
Build an AI Security Analyzer: Automated Vulnerability Detection
Build a static analysis tool that scans codebases for security vulnerabilities using GPT-4o-mini, detecting OWASP Top 10 issues, secrets in code, and insecure patterns with severity scoring.
Build an AI Study Planner: Personalized Learning Schedules with Spaced Repetition
Build an AI study planner that creates personalized schedules, generates practice questions using spaced repetition, tracks progress, and adapts the plan based on performance.
Build a Multi-Agent Research System: Parallel AI Agents for Deep Research
Build a multi-agent system where a Planner agent breaks research questions into sub-tasks, Researcher agents gather information in parallel, and a Synthesizer agent produces a comprehensive report.