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