About
I build AI-powered products that automate real-world work.
“Ideas are cheap. Shipping products matters.”
I prefer quickly building and validating working prototypes over staying in planning mode, then using documentation to compound what I learn.
Journey & Background
AI Agent / RAG / Workflow Automation Product Development
PresentResearching and prototyping agentic workflow automation and RAG platforms that solve practical business problems.
Graduate AI Research
ResearchStudying RAG pipeline performance improvements and prompt injection defense techniques.
Enterprise IT / Workflow Automation
EnterpriseAutomated manual settlement and budget review processes, and designed MSSQL-based payout settlement tools.
Military Officer & Command Experience
Military ServiceLed resource control, unit management, and operational planning responsibilities in an organization.
Information Security Major
EducationStudied cryptography, network security, and system infrastructure vulnerability analysis.
Focus Fields
AI Agent
Autonomous execution and reporting agents
RAG Systems
High-precision retrieval and augmented information systems
MCP
Standardized communication between AI and tools
Workflow Automation
Multi-step business logic control and automation
Multi-Agent Systems
Orchestrating role-based AI agents that plan, implement, and verify work
Product Engineering
User-centered MVP shipping with fast iteration