A portfolio with visible maturity boundaries.
This index separates what has been built and evaluated from research underway and directions that remain architectural exploration. It is designed to make the state of the work legible.
Engineering work with completed controlled evaluation.
Completed evaluation is not a claim of production readiness or real-world performance.
ARMIE Retrieval Platform
Modular retrieval research and engineering across dense, sparse, hybrid and graph retrieval, fusion, reranking, planning, evidence, validation, audit, conversation context and evaluation.
Dataset realism and benchmark robustness.
Project detail ↗Architecture questions being developed, not released products.
These directions have defined intentions and constraints; their practical viability remains an open research question.
Personal AI Superbrain
A direction for traceable personal long-term memory retrieval across events, time, people, documents and other evidence.
Memory representation, provenance and retrieval boundaries.
Project detail ↗Product and research exploration with explicit non-claims.
Lifecycle and evaluation ideas exist; a local runnable prototype does not yet.
Sovereign Companion Runtime
A local-first, model-replaceable and portable runtime concept for long-term AI relationships, designed without dependency-driven interaction patterns.
Local runtime feasibility and lifecycle evaluation.
Project detail ↗