KS Research LabAdvanced Engineering & AI
SPECIALIZATION DOMAINS

Research Domains Matrix

Our engineering investigations span six primary computer science domains. Each domain produces reproducible experiments, published findings, and shipped software artifacts.

AI Systems

Deterministic state management, memory bounds, grounding verification, and agentic tool routing.

Published Investigations (2):RS-005:Memory-Bounded LRU Caches for Vector Embedding PipelinesRS-001:Deterministic State Machines & Token Inverted Index for Agentic Retrieval
Domain DossierFilter (2)
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Algorithms

Inverted token indexes, bounded graph traversals, deterministic ranking fusion, and memory-bounded LRU caches.

Published Investigations (3):RS-005:Memory-Bounded LRU Caches for Vector Embedding PipelinesRS-002:Bounded Graph Traversal & Adjacency Mapping for Engineering KnowledgeRS-001:Deterministic State Machines & Token Inverted Index for Agentic Retrieval
Domain DossierFilter (3)

Enterprise Data

Salesforce Platform Events, exactly-once idempotency engines, change-data-capture pipelines, and relational graph modeling.

Published Investigations (1):RS-006:Event-Driven Idempotency Engines for Enterprise Data Replication
Domain DossierFilter (1)

Runtime

Zero-copy linear memory sharing, WebAssembly execution boundaries, and edge computing runtimes.

Published Investigations (1):RS-003:Zero-Copy WebAssembly Runtimes in Edge Event Processing
Domain DossierFilter (1)

Systems

High-throughput event streaming, serverless connection pooling, and multi-tenant persistence layers.

Published Investigations (2):RS-004:Hexagonal Anti-Corruption Layers in Complex CMS ArchitecturesRS-003:Zero-Copy WebAssembly Runtimes in Edge Event Processing
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