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Programming Projects

Below are some of my projects, showcasing practical applications of data science, machine learning, and financial analysis.

Brain Illustration

01

Brain MRI Tumour Detection Tool

This project is a deep learning-based image classifier that detects the presence of brain tumours in MRI scans. Built using PyTorch and pretrained ResNet18, it includes a Google Colab notebook for model training and a Streamlit web app for real-time prediction.

02

AI-Powered Stock Portfolio Optimiser

This project is an AI-driven financial analysis tool that uses Data Science, Big Data techniques, and Cloud Integration to optimise a stock portfolio based on historical price data of leading tech companies.

Stock Exchange
Robot

03

Machine Learning Driven Emotional Weather Newsreading with NAO V6

This project is a machine learning-driven emotional newsreader that uses Natural Language Processing, supervised sentiment classification, and robotic interaction to deliver UK weather headlines with expressive feedback via the NAO V6 robot, enhancing accessibility and engagement for diverse audiences.

04

Upcoming... Artificial Intelligence and Advanced Analytics

User Interface
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