Search / NLP
Multilingual Sanctions Search
Multilingual sanctions screening with lexical and vector search, source identity evidence, and reproducible NLP pipelines.
Work
Systems, evidence and engineering decisions.
Evidence-led case studies covering constraints, system decisions and what the available results actually establish.
Procurement intelligence
Tender Vendor Discovery
Procurement research pipeline for tender document processing, supplier discovery, contact enrichment and evidence review.
Graph ML / Research
DeFi Security Knowledge Graph
Leakage-aware graph feature engineering for DeFi security incident severity analysis.