writing.

Essays, tutorials, and thoughts on technology, software engineering, and more.

Filter by tag

Writing · update

Splitting the Stack and Making Setup Actually Work

Mar 2026

Five days ago I published the first post about GPUShare. Since then, the project has moved from "technically functional" to "something people can actually install without messaging me for help."

update

Writing · self-hosted

I'm Building a GPU PC, So I Made It a Private AI Server for My Friends

Mar 2026

A self-hosted platform for sharing your GPU's idle compute with friends, billed by electricity.

self-hostedAIollamacloudflare

Writing · health

Healthagent: Apple Health data ingestion and insights

Jan 2026

A Next.js app that ingests Apple Health exports, normalises them to Postgres, and produces daily/weekly insights with a lightweight GCP pipeline.

healthdata-engineeringweb-appAI

Report · architecture

Home Lab Architectural Study

Aug 2025

A architecture case study for a small production lab running on a Raspberry Pi 4 Model B. It documents constraints, measurable goals, the high level solution, security posture, backup and recovery procedures, architecture decision records and a practical restore playbook.

architecture self-hostedinfrastructuredevops

Report · NoSQL

A Survey of NoSQL Databases and Polyglot Persistence Patterns

Jun 2025

This paper provides a comprehensive survey of NoSQL databases, examining the limitations of traditional relational database systems that led to their development and analysing the different families of NoSQL data models

NoSQLDatabasesResearch

Report · BigData

Wildfire Analysis with PySpark

Jun 2025

This project uses Apache Spark to analyse the '1.88 Million US Wildfires' dataset. It provides pipelines for feature engineering, model training, and evaluation on a Hadoop YARN cluster.

BigDataPySparkHadoopResearchAI