Data Extraction & Entity Resolution.

Structuring open-source procurement data to map control networks and supply chain exposure within complex corporate hierarchies.

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Data Pipeline Engineering

Extracting and standardizing large-scale, unstructured public procurement datasets into relational, queryable formats.

Entity Resolution

Isolating and verifying corporate identifiers (INNs/Tax IDs) across jurisdictions for automated watchlist cross-referencing.

Network Mapping

Visualizing supplier-to-subsidiary relationships and capital flows to identify secondary sanctions exposure.

Recent Extraction

Russian SOE Procurement (2020–2024)

Parsed 250,000+ public contracts across five state-owned enterprises. Extracted 14,000 unique tax identifiers (INNs) belonging to unsanctioned direct suppliers, including entities connected to a $12.8B nuclear infrastructure project.

LIVE ENTITY RESOLUTION MAP - SANITIZED

Principal

Derek Linz brings a rigorous, analytical approach to geopolitical threat intelligence. By applying advanced diagnostic methodologies to open-source data, he builds pipelines that turn unstructured procurement records into actionable intelligence.