Projects

A deeper look at the work.

Case studies, prototypes and earlier projects across data, AI, software and visual systems.

Abstract distribution visual with comparison bins and feature fields.
Master's thesisSep 2025 - Mar 2026

Comparative Visualisation for High Dimensional Data

Comparative Visualisation for High-Dimensional Data Based on Feature-Wise Binning and Similarity Metrics

My thesis extends AccuStripes for comparative analysis of high dimensional datasets. The system combines interactive distribution views, multiple binning methods and quantitative similarity measures to help compare real and synthetic data.

ReactTypeScriptD3.jsPythonGaussian binningVoronoi binningGAI binningEarth Mover's Distance
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Abstract network visual showing routed contact research signals.
AI prototypeMay 2026 - Present

NetworkMind

AI powered relationship intelligence and contact research prototype

NetworkMind combines professional contact data, public web research and LLM assisted responses to help users search their network and understand which people may be relevant to a question.

Next.jsTypeScriptPrismaPostgreSQLRedisREST APIsAI APIsSearch APIs
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Abstract benchmark grid visual representing data storage and automation.
Research softwareMar 2023 - Sep 2023

LaSeR-Bench Contributions

Research software work at the University of Passau

At the Chair of Scalable Database Systems at the University of Passau, I worked on LaSeR-Bench related research software and deployment improvements.

RustPythonBashDockerGoogle App EngineJSON storage
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Abstract route map visual representing vehicle navigation and route calculation.
Simulation softwareMay 2023 - Jun 2023

Vehicle Simulation Route Optimisation

Route calculation and navigation logic for an Unreal Engine vehicle simulation

At ViewApp, I worked on route calculation and navigation logic for a vehicle simulation project in Unreal Engine. The work focused on route accuracy, real time behaviour and integration with the existing simulation.

Unreal EngineC++Route calculationPerformance optimisation
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Abstract chest X-ray inspired visual for a CNN classification project.
Machine learningFeb 2021 - Mar 2021

COVID-19 Detection from Chest X-rays

CNN based medical image classification project

A machine learning project focused on chest X-ray image classification with a convolutional neural network.

PythonCNNMachine learningMedical image classification
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Abstract computer vision visual representing face and eye detection regions.
Computer visionMay 2020 - Aug 2021

Real Time Drowsiness Detection

OpenCV and Haar classifier monitoring project

A computer vision project that applied Haar classifiers to detect drowsiness in real time and trigger alerts.

PythonOpenCVHaar classifiersComputer vision
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