5 University Project AI Ideas That Will Get You Hired in 2026 (For Bangladeshi CSE Students)

For final-year Computer Science & Engineering (CSE) students in Bangladesh, your academic project is more than just a requirement—it’s your single most important portfolio piece. A generic “Library Management System” won’t impress anyone. To stand out in the 2026 job market, you need to showcase skills in high-demand fields. Right now, nothing is in higher demand than Artificial Intelligence.

Choosing a university project AI topic demonstrates that you are curious, skilled in modern technology, and ready to solve real-world problems. Here are 5 university project AI ideas that will make recruiters at top Bangladeshi tech companies take notice.

1. Bangla NLP: A Sentiment Analysis Tool for Local E-commerce

The field of Natural Language Processing (NLP) for the Bangla language is rapidly growing.

• The Idea: Build a tool that scrapes user reviews from Bangladeshi e-commerce sites (like Daraz) or food delivery apps (like Foodpanda).
• The AI: Use a machine learning model to analyze the Bangla text and classify reviews as “Positive,” “Negative,” or “Neutral.”
• Why it’s impressive: It shows you can handle complex, non-English data and build a tool with a clear commercial use (helping businesses understand customer feedback).

2. Agricultural AI: A Crop Disease Detection App

Agriculture is a cornerstone of Bangladesh’s economy, and technology can play a huge role.

• The Idea: Build a simple mobile app where a farmer can take a picture of a plant leaf (e.g., potato or rice).
• The AI: Use a Computer Vision model (Convolutional Neural Network – CNN) trained on a public dataset of plant images to identify common diseases.
• Why it’s impressive: It solves a real-world, high-impact problem for a key local industry.

3. AI in FinTech: A bKash/Nagad Anomaly Detection Model

The Mobile Financial Services (MFS) sector in Bangladesh is massive. This makes it a prime target for fraud.

• The Idea: Build a model that analyzes a dataset of (anonymized) transaction patterns.
• The AI: Train a machine learning model to spot anomalies—transactions that look suspicious or don’t fit a user’s normal behavior.
• Why it’s impressive: This is one of the most in-demand skills in the entire FinTech industry. It shows you understand data and security.

4. AI-Powered E-commerce: “Shop the Look” Recommender

This is a classic but powerful e-commerce project.

• The Idea: Build a system for a fashion e-commerce site. A user uploads a photo of an outfit they like.
• The AI: Use Computer Vision to identify the items in the photo (e.g., “blue shirt,” “black pants”) and then search the website’s database to recommend visually similar products.
• Why it’s impressive: This is a complex university project AI that combines computer vision and recommender systems, two highly valuable commercial skills.

5. AI in Healthcare: Medical Image Analysis

This is an advanced topic, but one that will guarantee you stand out.

• The Idea: Build a program that can analyze medical images, such as X-rays or MRI scans.
• The AI: Train a deep learning model to detect a specific anomaly (e.g., early signs of pneumonia in a chest X-ray or a tumor in a brain scan) using a public medical image dataset.
• Why it’s impressive: It shows you can work with high-stakes, complex data and contribute to a field that has immense social good.

Don’t Just Build a Project—Build Your Career

Your final-year project is your chance to prove what you can do. A challenging university project AI topic is the best way to demonstrate your skills to a future employer.

Need help or mentorship turning one of these advanced AI ideas into reality? NestInnova’s team includes experts who guide students through their final-year university projects. Contact us to learn more.