Automation Projects That Will Boost

Top AI & Automation Projects That Will Boost Your Job Shortlisting in 2026

In 2026, recruiters won’t shortlist resumes just by degrees. They will shortlist real AI + Automation projects that solve practical problems If you’re a student, fresher, or automation tester, building the right project can multiply your chances of selection. Below are high-impact AI & Automation project ideas that companies actually value.

🔥 1. Self-Healing Test Automation Framework (AI + Playwright)

💡 What it does:

An AI-powered automation framework that automatically fixes broken test cases when UI elements change.

🛠 Tech Stack:

• Playwright / Selenium
• Python / Node.js
• OpenAI / Gemini API
• DOM comparison + ML logic

🎯 Why recruiters love it:

• Solves real industry automation pain
• Shows AI + testing expertise
• Advanced, not a basic college project

🤖 2. AI-Based Resume Shortlisting System

💡 What it does:

Automatically analyzes resumes and ranks candidates based on job descriptions.

🛠 Tech Stack:

• Python
• NLP (TF-IDF / BERT)
• Streamlit / Flask
• PDF parsing

🎯 Use case:

Used by HR teams to save time & reduce bias

🧠 3. Fake Review Detection System (AI + NLP)

💡 What it does:

Detects fake and spam product reviews using NLP & ML models.

🛠 Tech Stack:

• Python
• NLP (NLTK, Scikit-learn)
• Streamlit UI
• CSV upload & classification

🎯 Industry relevance:

E-commerce companies & startups actively use this tech.

📊 4. AI-Powered Website Analyzer & Q&A Tool

💡 What it does:

User enters a website URL and asks questions — AI answers based only on that site’s content.

🛠 Tech Stack:

• Python
• Web Scraping
• LLMs
• Vector Databases (FAISS)

🎯 Shows:

• AI reasoning
• Web scraping
• Real-world AI application

🤝 5. AI Chatbot for College / Company Websites

💡 What it does:

Answers FAQs, guides users, and learns from new data automatically.

🛠 Tech Stack:

• Python / Node.js
• LangChain
• OpenAI API
• Website integration

Automation Projects ,Automation Projects 2026