Predictive Model for Regional Delivery Delays
A Python regression pipeline forecasting delivery delays from a regional sales dataset, including data preparation, feature engineering, and a formal evaluation report.
PythonPandasScikit-LearnMatplotlib
Outcome: Delivered with a documented notebook and written evaluation summary, well ahead of the submission date.
Supply Chain Risk Classification Study
A classification model identifying supply-chain risk from a labelled SCM dataset, including hyperparameter tuning and a comparative analysis of three algorithms.
PythonScikit-LearnSeaborn
Outcome: The comparative analysis was used directly by the student in their oral defence.
Full-Stack Campus Event Register
A React, Node.js, and Express application for tracking campus events, including authentication and a REST API backend.
ReactNode.jsExpressREST API
Outcome: Delivered with a working demonstration and setup documentation for a live class presentation.
Network Topology Redesign Exercise
A Cisco Packet Tracer topology rebuilt from an underspecified brief, with subnetting and routing decisions documented step by step.
Cisco Packet TracerSubnettingOSPF
Outcome: The student reported full marks and referenced the documentation when questioned during lab defence.