What are some AI projects?

TREND BLOGERSTREND BLOGERS June 06, 2025

 




Here are some great AI project ideas, categorized by skill level and application type, whether you're a beginner learning, a student building a portfolio, or a professional developing real-world tools.

🧩 Beginner AI Projects

1. AI Chatbot

  • Tools: OpenAI API (ChatGPT), Python (Flask/Streamlit)

  • Use case: FAQs for a website, personal assistant

  • Bonus: Integrate with WhatsApp or Telegram

2. Image Classifier

  • Dataset: CIFAR-10, MNIST (handwritten digits)

  • Tools: TensorFlow/Keras or PyTorch

  • Goal: Predict object categories (cats, dogs, etc.)

3. Movie Recommendation System

  • Based on: User ratings and genres

  • Libraries: Pandas, Scikit-learn, Surprise

4. AI-Powered Resume Screener

  • Goal: Extract skills and rank resumes

  • Tech: NLP (Spacy, Hugging Face), Regex

5. Fake News Detection

  • Dataset: Kaggle or News Aggregators

  • Tech: Logistic Regression, NLP

🧠 Intermediate AI Projects

6. Voice Assistant

  • Functionality: Speech-to-text, commands, web search

  • Libraries: SpeechRecognition, pyttsx3, OpenAI

7. AI-Powered Personal Finance Tracker

  • Use OCR to scan receipts

  • Categorize expenses with AI

  • Visualize using Streamlit or Dash

8. Sentiment Analysis Dashboard

  • Track Twitter or Reddit sentiment on a topic

  • Use Tweepy + Vader or BERT

9. AI-Powered Blog Generator

  • Input: Title and keywords

  • Output: Full blog post

  • Use GPT-based models + prompt engineering

🧪 Advanced / Real-World Projects

10. Autonomous Driving Simulation

  • Use CARLA Simulator

  • Train models for lane detection, object avoidance

11. AI-Powered Legal Document Summarizer

  • Use GPT or BART models to summarize contracts

  • Include clause classification

12. AI for Medical Diagnosis

  • Dataset: Chest X-Rays, skin cancer images

  • Train CNNs to classify diseases

  • Add explainability (Grad-CAM, SHAP)

13. Custom AI Search Engine

  • Use case: Search within PDFs, websites, databases

  • Tech: LangChain + Vector DBs (Pinecone, FAISS)

14. AI Startup Idea:

  • SaaS for voice cloning, AI transcription, or automated customer feedback analysis

🌐 Web-Based AI Projects

  • AI Portfolio Website: Showcase your models live (Streamlit/Gradio).

  • AI Meme Generator: Upload an image, and AI adds captions.

  • AI Interview Coach: Users speak answers; AI gives feedback on tone, words, and pacing.













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