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Why Explainable AI Matters for the Future of UK Financial Services
Across the UK, financial institutions are using machine learning models to make decisions that affect millions of people. These decisions include credit approvals, fraud alerts, investment recommendations and risk assessments. The technology is becoming more sophisticated, faster ....
Building a FinTech AI Startup in Glasgow Without Funding: Lessons From Building Fasai.uk
When I started building Fasai.uk, I did not have external funding, a co-founder, or a large team. I had a laptop, my academic background, and a strong interest in solving a challenge I kept seeing in financial technology....
Building Explainable AI for Financial Crime Detection Using XGBoost, SHAP and LIME
Financial crime detection is one of the most important applications of machine learning in financial services. While many AI models can identify suspicious transactions with high accuracy, understanding why a transaction has been flagged.....
