LLM travel guide
Built the backend for an LLM-powered travel guide and integrated generated recommendations into a production traveler experience.
Production traveler-facing feature
AI
I use AI as an engineering tool and build LLM-powered product experiences, automations, reusable skills, and tool integrations.
Production work
AI-powered live travel recommendations
Incorporated LLM-powered recommendations into notification and timetable services delivering live travel information.
Services supporting millions of travelers and about 10,000 requests per second
AI-assisted engineering automation
Creates reusable AI skills, engineering automations, and MCP servers to support software delivery and technical workflows.
Used in day-to-day engineering work
Tools I use
Codex
Agentic software development, repository changes, testing, and engineering workflows.
Claude Code
Codebase exploration, implementation, refactoring, and technical analysis.
Cursor
AI-assisted coding and fast iteration inside the editor.
ChatGPT
Research, structured problem solving, documentation, and ideation.
MCP servers
Connecting AI assistants to tools, services, and repeatable engineering workflows.
AI capabilities
- AI-assisted software development
- LLM product integration
- MCP server and tool integration
- Engineering automation and reusable AI skills
- Prompt and context design
- AI-assisted code review and refactoring
- Test and documentation generation
- AI-assisted Swift and Kotlin development