01 / AI / RAG
Enterprise knowledge systems
Dify, RAG, internal document upload, source citation, department labels, and knowledge workflows for real business users.
Building from business workflow to production-ready system detail
2026About / Positioning
Manufacturing AI / DX / Backend Integration Engineer
Non-CS business background, Python training, and hands-on internal systems work. I connect business process, manufacturing context, automation, AI knowledge bases, permissions, and backend systems.
My strongest value is not only writing code. It is translating real company workflows into usable systems: RAG knowledge bases, CRUD tools, document automation, permission rules, and internal integrations that help teams move faster.
AI / DX
Career direction
Backend
System foundation
Manufacturing
Domain context
02 / Backend / Security
Internal systems with permission logic
CRUD systems, JWT, SSO concepts, RBAC, department-level data access, audit logs, and API security as the next engineering threshold.
03 / DX / Automation
Workflow automation for manufacturing teams
Announcement crawlers, file conversion, data cleanup, auto-upload pipelines, and cross-department requirement translation.
Stack index
Skills
Primary stack
Next.jsReactTypeScriptFastAPIMongoDBDocker
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Portfolio
A collection of projects exploring the intersection of design, code, and interaction.
Portfolio / selected case studies / shipped work
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