I lead and build AI-powered automation systems that replace manual workflows.
I operate across product, engineering, and delivery β owning projects end-to-end:
- Engage directly with clients to analyze operational processes
- Translate business requirements into technical architecture
- Define scope, roadmap, and delivery priorities
- Architect and implement automation infrastructure
- Manage QA cycles and production validation
- Ship systems that run reliably in real-world environments
I turn ambiguity into structured, production-grade systems.
Forward Deployed Engineer / AI Native Project Manager
I function as both project lead and systems builder.
- Conduct on-site client visits to understand workflows
- Extract and formalize requirements
- Define technical scope and project timeline
- Align cross-team execution
- Deliver demos and iterate based on feedback
- Own delivery outcomes
- Architect and build production automation systems
- Design scheduled execution and data synchronization pipelines
- Implement authentication flows and session persistence
- Monitor, validate, and harden long-running systems
Used for structured planning, refactoring, debugging, and structured output workflows.
π§ OTA Admin Scraper Suite - Production automation infrastructure for multi-channel OTA data (Client / Private repository )
- Multi-platform production-grade automation system covering 7 OTA platforms.
- Extracts ranking, funnel metrics and pricing data, etc.
- Survives structural DOM changes, and operates on daily scheduled execution.
π Reservation System - Full-stack booking platform for small-scale services (Client / Private repository )
- Full Reservation Lifecycle: A complete workflow from booking request and admin approval to payment confirmation and cancellation.
- Config-Based Branding: Easily customize store info, payment details, and UI text through the admin dashboard without code changes.
- External Integrations: Automated synchronization with Google Calendar/Sheets and Kakao AlimTalk (with SMS fallback).
- Real-time Sync: Instant updates on seat availability and booking status powered by Supabase Realtime.
https://github.com/jrkim-kr/clinic-waiting-system
https://github.com/jrkim-kr/echarts-ai-studio
https://github.com/SHDS-SOLPick/shds-solpick.github.io
https://github.com/SHDS-ReciPICK/shds-recipick.github.io
- Scalable scraping architecture
- DOM change detection strategies
- Server-side automation execution
- LLM β structured JSON β API pipelines
- Productizing automation for non-technical users
I build and deliver AI automation systems that operate in production.