UrbanReflex is an open-source smart city platform that transforms road segments into linked data nodes, integrating environmental monitoring, infrastructure status, and citizen reports. AI-powered classification and prioritization help city teams manage issues efficiently, while NGSI-LD open data ensures transparency and interoperability.

This repo details code for building a text classifier for predicting Bank Transaction categories. I finetune a base version of a DeBERTaV3 model purely on text data, as well as another version using a combination of text and non-text (e.g., categorical, datetime, etc.) data.

Machine Learning Assignment - RMIT 2023A - COSC2753 Machine Learning

AI Unsupervised Algorithm

A machine learning algorithm that are correctly predicts a Somali language fake news

A machine learning web app that predicts customer churn risk in real-time. Built with Streamlit and Scikit-learn, it helps businesses proactively retain valuable customers.

This project aims to build classification and regression models for housing data using supervised machine learning techniques.

ML-powered Spotify music categorization system that automatically organizes your songs into personalized playlists using machine learning and your listening preferences

Classifying images using CNNs.

A thesis submitted in partial fulfilment of the award of the degree of MSc Computer Science (Software Engineering) from Staffordshire University

Classify wine type and predict quality using ML models like Random Forest and SVM on Vinho Verde dataset.

This project predicts brain stroke risk using machine learning by analyzing medical and lifestyle factors. It includes data preprocessing, model training, and a simple web interface for real-time predictions. Designed for learning, research, and healthcare analytics, it demonstrates practical ML applications in disease-risk assessment.

Columbia Data Science Capstone Project