Projects we have worked on

Building a Smarter Healthcare System: The Role of AI and Big Data

This essay explores the potential of AI and big data to revolutionize healthcare. It examines both the advantages, like using machine learning for heart disease prediction, and challenges, such as ethical considerations. The role of human specialists in the AI-powered healthcare future is also discussed.

Healthcare

Modelling Economic Losses Due To Natural Disasters Using Probability Distribution Models

This study analyzes the economic impact of major natural disasters (wildfires, earthquakes, etc.) It examines how well different statistical models fit real-world data on economic losses. The findings suggest the Log-logistic distribution is the best fit for overall losses from these events.

Financial management

Enhancing Machine Learning-Driven Financial Modelling: Integration of Big Data, Predictive Analytics, and Advanced Optimization Techniques

This study aims to improve the accuracy of financial forecasting by combining Particle Swarm Optimization (PSO) with machine learning models (SVM, Decision Tree, Random Forest) [1]. The key finding is that this approach leads to significant improvements in forecast accuracy and a better balance between model complexity and fit. This highlights the value of combining optimization techniques with machine learning for financial modeling

Financial management

Behavioural Finance and Time Series Analysis: Exploring Interactions and Identifying Gaps. Financial management

Financial Modelling with Machine Learning and AI

Digital Dynamics: A Behavioural Approach to Customer Segmentation

Advancements in Financial Modelling for Stock Market Challenges: Application of Machine Learning & Big Data