Jacob is a U.S. Marine veteran and founder of OptiSyn Solutions, where he builds production-grade AI systems for federal and enterprise clients. His expertise includes agentic AI, RAG, and model governance, drawing from his MS at Texas A&M. He focuses on delivering technology that is reliable in high-stakes, real-world environments.
Originally from Texas, Jacob applies a builders mindset to his personal ventures. He founded a real estate investment firm that uses data science to inform decisions. He also develops complex personal projects, such as a multi-agent AI system from scratch that automates stock market trading by having AI agents debate each other.
He is building a novel "geometric memory" system to allow AI agents to understand and identify their own knowledge gaps without using any LLM calls.
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