Machine Learning

Case Study | Data Science | Machine Learning

Car Finance 24/7 Project: Predicting Lender Approval Decisions and Optimising Broker Routing Using Machine Learning
Daayum Mohsin May 29, 2026May 14, 2026

Analysis of simulated car finance loan application data revealed significant differences in lender risk tolerance across three distinct lending profiles using logistic regression and gradient…

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Case Study | Data Science | Machine Learning

Aqua DNA Project: Rainfall Aware Hybrid Rule-Based Framework for Detecting Sewer Blockages
Daayum Mohsin May 22, 2026May 14, 2026

Analysis of CSO (Combined Sewer Overflow) sensor and rainfall data from 2017 to 2020 revealed persistent abnormal sewer level patterns across multiple sites using a…

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Data Science | Machine Learning

Predicting Student Success with Machine Learning: Insights from the Open University Dataset
Daayum Mohsin March 14, 2026March 14, 2026

Machine learning is increasingly being used to support better decision-making in education. In this project, Python-based machine learning models were applied to the Open University…

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