Viralink
A propagation and reach analytics engine for measuring how information spreads, accelerates, and compounds across platforms.
Most analytics stop at impressions, missing the second- and third-order spread that actually shapes narrative impact.
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technical essays and notes connected to the same system
Most analytics stop at impressions, missing the second- and third-order spread that actually shapes narrative impact.
- Modeled propagation graphs instead of treating posts as isolated records.
- Measured velocity, amplification, and bridge-account effects across source surfaces.
- Connected correlation logic to ranking so analysts could move from spread to significance.
- A repository-backed screenshot is included so the page shows a real product surface instead of relying on text alone.
- 3 implementation highlights spell out what changed inside the system.
- 2 solution lanes connect the project back to the broader archive of use cases.
A captured product surface is stored in the repo for this page.
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Sovrint: Temporal Propagation of Coordinated Narratives
Narratives propagate like systems, not stories. A strategic deep dive into signal clustering, sentiment drift, and the velocity of coordinated information operations.
Probabilistic Entity Resolution: Correlating Signals in the Noise
Identity in the digital wild is never certain—it is a score. A technical deep dive into probabilistic linkage, signal stacking, and confidence models for intelligence systems.
The Hybrid Search Engine: Combining Lexical and Semantic Ranks
OSINT relevance is multi-modal. A technical exploration of why keywords fail and how to fuse BM25 with Vector Embeddings for operator-grade retrieval.
Other systems in the archive that show nearby implementation patterns.
SOVRINT
A narrative intelligence platform for tracking coordinated messaging, propagation paths, and sentiment drift across the open web.
TraxinteL
A modular intelligence core for ingest, enrichment, entity resolution, ranking, and delivery.
WingAgent
An automation and intelligence system for high-scale behavior orchestration, capture, and feedback loops inside fast-moving platform environments.