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QUT AI & ML SOCIETY
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Explore the work AIML members have built across machine learning, data, vision, language, and intelligent systems.
30 archived projects 9 fields to explore
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Projects turn learning into something you can test, share, and continue building with people who care about the same questions.
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SEM 1 2026
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Search the archive by project type or title. Every card links to the project repository.
PROJECT ATLAS
Explore the ideas our members have turned into working experiments.
LLM AI Bank Statement Analyser
Demonstrates how an LLM can extract insights and structured data from bank statements
Transformers Action Recognition
Classify different types of human actions from video or text using Transformer models.
Logistic Regression Asteroid Hazard Predictor
Predict asteroid characteristics and classify them using logistic regression.
Logistic Regression Bank Loan Approval
Predict loan approval decisions using logistic regression.
LLM Beginner's Guide to LLMs
A hands on introduction for learning and experimenting with LLMs
Linear Regression Best Selling Video Games
Predict video game sales based on various features using linear regression techniques.
CNN Cats vs Dogs Classification
Binary image classification to distinguish between cats and dogs using CNNs.
CNN Concrete Crack Detection
Detect cracks in concrete structures using CNN based image classification.
Random Forest Customer Churn Prediction
Predict customer churn using ensemble learning and Random Forest models.
Clustering Customer Groups
Group customers based on purchasing behavior and demographics using clustering techniques.
Random Forest Cybersecurity Attack Prediction
Detect and classify cybersecurity threats using Random Forest algorithms.
Reinforcement Learning Deep Q Learning
This project applies Deep Q Learning to enable Q Learning in large or continuous state spaces.
Linear Regression Energy Consumption
Analyze energy usage patterns and predict future consumption with linear regression.
Logistic Regression Fake News Classification
Classify news articles as real or fake using logistic regression.
Linear Regression Formula 1 Analysis
Predict race outcomes and performance metrics of Formula 1 drivers using linear regression.
K-Nearest Neighbours Glass Classification
Classify types of glass based on chemical composition using KNN.
Logistic Regression Heart Disease Predictions
Predict the presence of heart disease based on patient medical data using logistic regression.
K-Nearest Neighbours Income Prediction
Predict whether an individual's income exceeds $50K using demographic data with KNN.
Random Forest Marine Engine Maintenance
Predict marine engine failures and maintenance needs using Random Forest models.
Clustering Penguin Species
Cluster penguin species based on physical characteristics using unsupervised learning.
K-Nearest Neighbours Physical Activity Recognition
Classify different types of physical activity from sensor data using KNN.
Transformers Pokemon Identification with Vision Transformers
A Vision Transformer model for classifying Pokémon images with train/validation splits and device aware training.
Linear Regression Pokémon Statistic Prediction
Predict Pokémon stats based on other characteristics using linear regression.
LLM Quiz Master
Generates quizzes automatically from textbooks using LLM
Linear Regression Retail Sales Trends
Predict future retail sales based on historical data using linear regression.
Reinforcement Learning Snake Game Agent
Train an agent to play the classic Nokia Snake game using reinforcement learning.
Clustering Social Media Interest Clustering for Marketing
Identify communities and patterns in social network data using clustering techniques.
Clustering Various forms of Clustering
Practice various clustering techniques on diverse datasets.
CNN Vehicle Type Classification
Classify different types of vehicles from images using Convolutional Neural Networks.
Transformers Video Classification
Classify YouTube videos based on content and metadata using Transformer models.