I enter unknown domains, build the process from zero, and leave working systems behind.

AI agent replacing months of PLC programming with hours — 5-layer safety net included.

• 5-layer safety net: Infrastructure → Compile → Kanban → BDD e2e → Human-in-the-Loop
• Pre-validated Rust module library constrains LLM solution space

Industrial QC execution platform connecting UI, APIs, identity, and device protocols.

• BDD scenarios replace 200+ page paper checklists
• Real-time device communication via Modbus TCP & Hostlink

Production AI coach that converts training context into ride-ready workouts.

• Omakase pattern: validated modules → AI selection → ZWO output
• TSB-based intensity filtering (-60 to +60 range)

Multi-agent delivery system that plans, implements, reviews, and tests code changes.

• 6 agents: Planner → Critic → Builder → Shield → Inspector → Ranger
• 3 pipeline levels: Quick (L1) / Standard (L2) / Full (L3)

Internal operating system for engineering capacity, milestones, worklogs, and planning.

• Org hierarchy: Division → Department → Team → Position
• FTE allocation with TBD position forecasting

A CPET analysis platform that turns uploaded test files into publishable reports and reusable subject-level research rows.

• Submission workspace and file-manifest driven intake
• SQLite platform DB plus per-workspace analysis artifacts

Domain-aware PR review automation across backend, frontend, and PLC codebases.

• 3 domain lenses: Backend / Frontend / PLC
• Auto-detects review domain from file extensions

Feature-dense cohort community product built as a mobile-first PWA.

• PWA: installable on mobile without app store
• Invitation-code closed community registration

Personal operating workspace that unifies class materials, notifications, and schedules.

• 3-in-1 bulletin: SMS + Gmail + RSS aggregation
• Google Classroom/Gmail/Calendar API integration

Protocol-heavy gateway that turns raw equipment registers into usable APIs and topology views.

• YAML-driven API generation — zero backend code per product
• 3-tier polling (100ms / 500ms / 1s) with register auto-merging

AI PM bridge that turns Jira and Confluence data into a local-first operating workflow.

• Bidirectional incremental sync: Jira ↔ DB ↔ Confluence
• 5 AI risk types: delay, blocker, velocity drop, dependency, resource

Parser-driven finance dashboard built from messy multi-bank statement inputs.

• 7 bank parsers handling 3 different file format families
• Auto-detection of card company by filename

Route and ride analytics product built on a multi-stage data curation pipeline.

• 4-stage data pipeline: stage → match → fingerprint → curate
• Route visualization on Kakao Maps

Service operations product for bicycle-shop workflows from intake to delivery.

• Service workflow: intake → diagnosis → repair → delivery
• QR-based bicycle passport system