Coursework from my bachelor’s degree in Electrical and Electronics Engineering, documenting early work in machine learning and system design.
Computer vision coursework
March–May 2023
Object detection using machine learning
A course project on video-frame annotation and transfer learning, discussing SSD and Faster R-CNN. The report presents a qualitative comparison; it does not establish a reproducible numerical benchmark.
A comparison of logistic regression and an artificial neural network on a small migraine classification dataset, with a Flask prediction interface. This is an educational modelling exercise; clinical validity and diagnostic usefulness were not established.
A discussion of participants, trust, privacy and security risks in blockchain-based voting. The report reviews a proposed architecture; it does not document a deployed voting system or formal security validation.
An introductory design note considering luminaire placement, materials, colour temperature and a simplified illumination calculation. It records an early coursework proposal rather than a validated installation.
LinkedIn archives reproduce the complete document pages, with searchable text. Personal identifiers have been removed. Original wording, figures and editorial limitations are retained; these copies do not imply peer review or subsequent validation.