Featured Work
discovery · continuous
20,000+ sites. One schema.
new notices today1 284
deduplicated412
semantic drift · clause level
Two revisions.
Same words. New obligation.
Same words. New obligation.
Kolmogorov–Smirnov
Mann–Whitney U
Maximum Mean Disc.
Energy distance
combined via Fisher1 p-value
agentic discovery
Ranked on evidence, not downloads.
- parse brief
- plan searches
- read cards + rows
- evidence weak?
- re-search
schema · splits · licensereasons attached
rule pack · yaml
Explainable, not oracular.
- id: gdpr.art30.record modality: obligation holds_when: processor evidence: §30(2) verdict: VIOLATED
Built
Systems you can open — a running production pipeline, three repositories with test suites and CI, a published model and dataset, and a live app.
HF Agentic Search: Evidence-Led Dataset DiscoveryAgentic Systems & Retrieval13 Jul 2026Procurement Intelligence at National ScaleLiveApplied NLP & Data Pipelines1 Oct 2025DiffDDL: Semantic Schema MigrationsDatabase Engineering & ASTs19 Jul 2024Compliance Agent: Explainable Policy CopilotApplied RAG & Reasoning12 Mar 2024LegalDrift: Semantic Version Control for LawStatistical NLP28 Jan 2024
Designed, not built
Architectures I worked through on paper and decided were worth writing down. None of these are implemented and none have a repository. They are listed separately because the difference matters.
Eval-Gated Deploy: Blocking Releases on RegressionDesignLLMOps & Evaluation11 Nov 2025Speculative Multi-Agent ReasoningPrototypeInference Optimization25 Aug 2025Graph-Augmented Agentic RAGPrototypeAgentic Systems & RAG6 May 2025Deterministic Gate: A Validation Layer for Multi-Agent PipelinesDesignAgentic Systems & Reliability16 Apr 2025DoRA × KAN: Nonlinear Weight AdaptersPrototypeLLM Fine-tuning Research14 Feb 2025