Senior AI engineer designing and shipping autonomous agent platforms, clinical AI systems, and intelligent developer tools. I build the infrastructure that lets AI agents plan, code, review, and ship software with human oversight.
Built a desktop platform that coordinates autonomous AI coding agents in organizational hierarchies. Agents plan, implement, and review code in isolated git worktrees with budget gating, session resumption, and governance-aware delegation.
Created plugin architectures, MCP server integrations, and agent skill frameworks (21+ behavioral guardrails) that let teams extend AI capabilities into project management, source control, and custom internal tools.
Applied machine learning to clinical workflows at scale, building decision support systems and real-time data pipelines that serve thousands of healthcare providers surfacing insights from complex medical data.
Engineered scalable cloud infrastructure for AI workloads including real-time inference pipelines, vector databases, and CI/CD systems. Designed desktop-first architectures with local-first data and no cloud dependency for core operations.
Prompt engineering gets you 60% of the way. Skill frameworks get you the rest. Here is how 21 structured behavioral guardrails turned inconsistent AI agents into reliable engineering teammates.
Read the full post →The role of software engineer is quietly being rewritten. When AI agents do the mechanical work, your job becomes orchestration, judgment, and design.
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