ModelWalker — OLMo-3 LLM Research
A live research environment for comparing OLMo-3 Base and SFT behavior through hidden-state probes, causal ablation, layer trajectories, and token-logit analysis.
Explore ModelWalker researchAnd there are stories
Both reward recursion
Multidisciplinary professional ethically unleashing frontier technology through mutually beneficial collaboration.

Comprehensive overview of technical capabilities and professional expertise across multiple domains.
Published research, technical papers, and professional contributions to the field.


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A live research environment for comparing OLMo-3 Base and SFT behavior through hidden-state probes, causal ablation, layer trajectories, and token-logit analysis.
Explore ModelWalker researchAn open, agent-primary framework for delivering AI capability with accountable human–AI teams, explicit evidence, and proportionate governance.
Read about PM4AIA chronological journey through my career and expertise development.
1Authored "AI Revolution: Where Do We Fit In?" Evolution has always favored those that can adapt the fastest. Extensive research into the exploration of upcoming anticipated shifts in global industries and recommendations how best to navigate these uncharted waters.
Authored "General Intelligence: Prioritized Neural Network Learning"
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3Leading technical portfolio management for information systems, ensuring security compliance and operational excellence across multiple projects.
Managed program engineering initiatives for Naval Information Warfare Systems Command, overseeing technical implementation and resource allocation.
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5Directed engineering programs for Space and Naval Warfare Systems Command, focusing on system integration and modernization efforts.
Designed and implemented advanced systems engineering solutions for naval applications, focusing on integration and performance optimization.
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7Developed and maintained critical systems for defense applications, ensuring compliance with technical requirements and security standards.
Implemented engineering solutions for complex systems, focusing on reliability, maintainability, and performance optimization.
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9Led data architecture initiatives and analytics projects, designing robust database systems and reporting solutions.
Directed analytical efforts for communication systems, focusing on performance evaluation and optimization strategies.
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11Led research and development initiatives, analyzing market trends and developing innovative software solutions.
Analyzed business requirements and developed application solutions to streamline operations and enhance productivity.
12Get in touch for consultations, collaborations, or inquiries.
Satellite Beach, FL