Projects

Research questions. Working software.

Academic projects and working software, each with clear scope and evidence. Try the live demos or explore the case studies.

Project directory

Showing 5 of 5 projects.

MSc dissertation · Oral histology

Quantitative Histology Analysis

Four existing segmentation methods. Three distinct questions: do boundaries match, are measurements reliable, and do features help prediction?

Dissertation submitted

PythonQuPathCellpose-DINOCyto R-CNN
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Completed BSc project · Computer vision

Facial Expression Recognition

From camera capture to a predicted label: a pretrained vision model, two training stages and a Java web prototype.

Completed BSc project

PythonPyTorchSwin TransformerJava
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Personal software project · One workspace for official AI APIs

Star Hub - Official AI model workspace

Use your own provider key to chat with AI models and work with images, audio, batch jobs and realtime voice. Official API addresses and the actual request source are visible in the interface.

Live personal application

JavaTomcat 9HTML / CSS / JavaScriptMaven

Personal software project · Full-stack engineering

IAFM - Investment & financial management

A Java MVC application for multi-currency financial reports, paired account transfers and administrator-managed inflation records.

Working personal application

JavaSQLDomain modellingAccess control

Personal project · On-device computer vision

PelagiVex — Computer Vision Prototypes

Two related explorations: underwater gate detection and a separate native macOS camera segmentation preview, presented as a visual system overview.

Local MacBook Pro prototype

Computer visionJavaONNX RuntimeSwiftUI
Read case study →GitHub ↗