Research

matscreen Reliability-first triage for solar cell absorber discovery. Calibrated predictions with OOD detection.	calibench One-line uncertainty audit for ML models.
pareto-front Non-dominated sorting, crowding distance, and ranking for Python data workflows.	atomviz Crystal structure visualisation in SVG and HTML. No GPU, no desktop app.

Infra

pg-blast-radius Workload-aware blast radius forecasting for PostgreSQL migrations.	baton Safe deploys for single-node production systems. Snapshot, migrate, health gate, auto-rollback.
strunk Durable task queues and state events for Rust services on PostgreSQL. No broker required.	pm Portfolio health scoring and triage for solo developers managing multiple projects.
ward Git repository archival with verified bundles and proof-before-delete.

Study

lemma The maths behind the systems you build. 52 problems across probability, linear algebra, calculus, and discrete maths.	from-zero-to-systems Learn Rust through codebase evolution. Each crate depends on earlier ones.
desugar Browser-native compiler studio. Grow a typed language pass by pass, inspect every IR live.