Blog
Blockchain in Healthcare: Beyond the Hype
Exploring practical applications of blockchain for healthcare compliance tracking and why Ethereum testnets are a viable starting point.
Building a GPX Editor with TypeScript and Leaflet
A deep dive into building a browser-based GPS track editor with route smoothing, elevation profiles, and zero backend dependencies.
SIR Epidemiological Models as Markov Chains
Implementing discrete-time Markov chain simulations of the SIR model with sensitivity analysis and Monte Carlo methods for outbreak prediction.
Comparing Image Restoration Methods for Cytology
A comparative study of Total Variation, UNet, and DiffPIR for deblurring and denoising cervical liquid-based cytology images.
UX Redesign of a Public Transport Website
Applying the Double Diamond methodology to redesign the TPER public transport website, achieving a 35-point SUS improvement.
Machine Learning Fairness on the Adult Census Dataset
Building an ML pipeline to predict income brackets while evaluating fairness metrics across demographic groups using SHAP analysis.
Building Custom Visualization Plugins for Apache Superset
A technical guide to creating custom chart plugins for Apache Superset 6.1.0, with a calendar heatmap as a working example.