Writing
What I’ve been
thinking about.
Mostly AI and software systems, written while I’m still working them out.
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- Splitting the Stack and Making Setup Actually Work GPUShare now separates public account middleware from the shared-secret hardware services, and I have written down where the routing, cost and installer claims break down.
- I'm Building a GPU PC, So I Made It a Private AI Server for My Friends How GPUShare splits public from private, where the inference actually runs, and what the cost figures do and do not measure.
- Healthagent: Apple Health data ingestion and insights Ingests Apple Health exports, normalises them into Postgres, and turns them into daily and weekly trends on a small GCP pipeline.
- Home Lab Architectural Study An architecture case study for a small production lab on a Raspberry Pi 4 Model B: the constraints it ran under, the decisions taken, and a restore playbook that was actually tested.
- Wildfire Analysis with PySpark Apache Spark against the '1.88 Million US Wildfires' dataset: feature engineering, model training and evaluation on a Hadoop YARN cluster.
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