Selected work · 03

Systems work,
shown in context.

These project briefs document scope, working areas, and the questions guiding each investigation. They intentionally avoid outcomes or links that are not ready to be supported publicly.

01 · Research infrastructure

Ship of Theseus Workstation

Active research

An AI/HPC research node and self-hosted engineering environment designed for hands-on systems work, experiments, and durable local workflows.

Questions in view

  • How can a local research environment make experiments easier to inspect and repeat?
  • Which parts of the system should be reproducible rather than dependent on workstation state?

Working areas

  • Linux
  • GPU compute
  • Self-hosting
  • Reproducible systems

02 · Data systems

Synthetic Factory

In development

Deterministic infrastructure for building provenance-focused synthetic engineering data, with an emphasis on executable sources and inspectable generation paths.

Questions in view

  • How can generated engineering data retain a clear path back to executable sources?
  • What validation makes a deterministic pipeline easier to inspect and revise?

Working areas

  • Python
  • Deterministic pipelines
  • Provenance
  • Validation

03 · Research exploration

Grok-1/SAAQ research

Exploration

An ongoing exploration of quantization and neuromorphic, brain-inspired systems through careful research and prototype-oriented engineering.

Questions in view

  • Where do quantization and brain-inspired architectures create useful research questions?
  • How can prototype-oriented engineering keep exploratory work legible?

Working areas

  • Quantization
  • Neuromorphic computing
  • Research engineering

Working principle

Make the path as inspectable as the result.

Across the portfolio, the recurring emphasis is on pinned inputs, executable paths, provenance, validation, and documentation that remains useful when the work changes hands.