AI Projects
Interactive prototypes showcasing human-centered AI experiences and machine learning applications. Each project demonstrates different aspects of AI, from supervised learning to natural interfaces.
Supervised Learning Classifier
Classify using supervised AI algorithms. Train models with K-NN, SVM, Random Forest, or Naive Bayes with real-time metrics and confusion matrices.
Unsupervised Clustering
Group customers using unsupervised learning. Discover hidden patterns with K-Means, DBSCAN, or Hierarchical clustering algorithms.
Fraud Detection
Spot fraud in transactions using AI. Real-time risk scoring with Isolation Forest, XGBoost, or Neural Networks.
Reinforcement Learning Bot
Teach an AI bot to play games. Watch it learn optimal strategies through DQN, A3C, PPO, or DDPG algorithms.
Human-Computer Interaction
Voice and gesture-based HCI demo. Experience natural interaction methods with voice commands and gesture recognition.