Sample Capstone Projects
Explore these innovative AI capstone project ideas that showcase the potential of artificial intelligence across various domains.
AI-Powered Medical Diagnosis Assistant
Develop a machine learning model to assist medical professionals in diagnosing diseases based on patient symptoms and medical history.
Healthcare
Machine Learning
NLP
Autonomous Drone Navigation System
Create an AI system for autonomous drone navigation in complex environments using computer vision and reinforcement learning.
Robotics
Computer Vision
Reinforcement Learning
Personalized Learning Platform
Build an adaptive learning platform that uses AI to personalize educational content and learning paths for individual students.
EdTech
Recommendation Systems
Adaptive Learning
Predictive Maintenance for Industrial Equipment
Develop an AI system to predict equipment failures and optimize maintenance schedules in industrial settings using IoT sensor data.
IoT
Predictive Analytics
Time Series Analysis
AI-Driven Financial Fraud Detection
Create a machine learning model to detect and prevent financial fraud in real-time transactions using anomaly detection techniques.
Finance
Anomaly Detection
Real-time Processing
Natural Language Interface for Data Analysis
Develop a system that allows users to query and analyze complex datasets using natural language commands and questions.
NLP
Data Analysis
Conversational AI
AI-Enhanced Video Surveillance System
Build an intelligent video surveillance system capable of detecting and alerting security personnel to potential threats or anomalies.
Computer Vision
Security
Real-time Processing
Emotion Recognition in Speech
Create an AI model that can recognize and analyze emotions in spoken language for applications in customer service and mental health.
Speech Recognition
Emotion AI
NLP