Building Intelligent Systems
Turning Expertise Into Action

I build practical AI systems that translate complex knowledge into useful products and workflows. My work sits at the intersection of agent systems, software engineering, automation, and real-world operations.

I’m especially interested in:

• AI product engineering
• Agent architecture and orchestration
• Memory, retrieval, and context systems
• Developer tooling and automation
• Quantitative and decision-support systems
• Turning operational expertise into software

• Building AI systems designed for real work, not just demonstrations
• Connecting models with tools, data, memory, and human expertise
• Designing reliable workflows around agents and automation
• Exploring efficient model architectures and open AI research
• Turning ambiguous ideas into working systems with clear iteration loops