Articles
24 postsBuilding a Distributed Job System with gRPC: Leader Election, Progress Streaming, and Failure Recovery
A retrospective on rebuilding our RMI computing cluster with gRPC, a JAC-based flood election, live progress streaming, and failure recovery.
Building a Distributed Job System with Java RMI: Peer Discovery, Leader Election, and Thread Safety
How our team of four built a Java RMI cluster that discovers peers, elects a coordinator, and runs data-parallel jobs safely across threads.
Understanding Calibration Curves: Why They Matter and How to Read Them
What calibration curves show, how to read deviations from the diagonal, and how to fix a miscalibrated classifier.
Bula High School: Building a Full-Stack Student Administration System
A university group-project case study on a role-based student administration system built with Next.js and Spring Boot — assessments, marks, cascading deletes, and two bugs honest enough to admit.
Honeywell AOG Zero: Building an APU Health Monitoring System in a Week
A hackathon case study on building a real-time aircraft APU health dashboard with Next.js, FastAPI, and PostgreSQL — and the trained ML model that never made it to production.
USP BSE Resources: The Public Past-Paper Archive
Why I maintain a public GitHub archive of past exams, solutions, and study notes from the USP Bachelor of Software Engineering — and how it is organized.