Now
What Tri is working on and learning right now.
Last updated November 2026
A now page — what has my attention at the moment.
Working on#
- meddies-faker v3 — extending the Meddies-PII data pipeline to 20 languages with country-aware personal attributes.
- An open IaC security dataset at the IaC Lab — collecting Terraform and Kubernetes configurations and designing the taxonomy.
- This site — turning it into a place to write, not just a list of projects.
Learning#
- Constrained decoding for token classifiers (BIOES, Viterbi).
- Quantisation basics, and what it takes to run a small model on a hospital's own servers.
Looking for#
An internship in AI engineering, security, DevOps or backend software engineering — part-time now (3–4 days a week), full-time from September 2027.