01
Multimodal retrieval
Your Embedding Model is SMARTer Than You Think
A plug-and-play framework that unlocks latent multi-vector retrieval capabilities in standard single-vector models.
Entrepreneur / Researcher / Engineer
Building systems
for the next frontier.
Working at the intersection of AI, distributed inference, network security, and capital markets.
Explore selected work- Focus
- AI systems
- Practice
- Applied research
- Based in
- United States
Scroll to explore
01 / Current thinking
Research that
moves through systems.
Exploring how retrieval, representation, and distributed computing can make intelligent systems more capable and more useful.
02
Retrieval augmented generation
HypRAG: Hyperbolic Dense Retrieval for Retrieval Augmented Generation
Hyperbolic dense retrieval for RAG that improves context and answer relevance by up to 29% over Euclidean baselines.
03
Representation learning
Reasoning-Augmented Representations for Multimodal Retrieval
A data-centric framework that externalizes reasoning before retrieval, yielding consistent gains across M-BEIR.
04
Lifelong agent memory
PLACEMEM: Toward a Compute-Aware Memory Plane for Lifelong Agents
A correction-aware memory plane built from versioned capsules, combining semantic retrieval, KV-aware routing, and cascading invalidation for lifelong agents.
Research archive
Built on a longer
technical record.
01 / Books
CORBA Dev Guide 3.0
IDG Publication, 1998
Connecting JavaBeans with Infobus
Wiley, 1998
02 / Systems
RFC 5043 contributor
Stream Control Transmission Protocol Direct Data Placement adaptation, 2007.
CADRA
Content-aware data retrieval architecture, IJAIP, 2011.
03 / Research
Constraint-based domain-aware information retrieval
Doctoral thesis, Texas Tech University, 2009.
Google Scholar02 / A point of view
Curious by
default.
I am an entrepreneur and a disciple of AI, distributed inferencing, KV-cache optimization, network security, fintech, and distributed systems.
I care about global disruption for the greater good: creating systems that level the playing field, rather than serving only the already privileged.
More on LinkedIn
Artificial IntelligenceDistributed InferenceFintech/Capital MarketsNetwork SecurityDistributed Systems
03 / In the field
Ideas made
operational.
Granted patentsPatent portfolio
01Predicate indexing for locating objects in a distributed directory (US 6,345,266)
02Predicate indexing of data stored in a computer, with application to indexing cached data (US 6,629,132)
03Predicate indexing of data stored in a computer, with application to indexing cached data (US 7,191,170)
04Systems and methods for allocating assets to directed and interest-based participants (US 2023/0245237 A1)
05Systems and methods for allocating fractional shares of a public offering (US 2022/0358586 A1)
Several more patent applications are pending hence not disclosed here.
Foundation
A rigorous foundation in engineering and finance informs a systems-first approach to emerging technology.
Doctorate in EngineeringTexas Tech UniversityLubbock, Texas
MBA, FinanceWestminster CollegeSalt Lake City, Utah