01
JobMate
AI Job Application Copilot
A local-first AI workflow for turning resumes and live job descriptions into actionable application drafts.
Available for work
KevinAI Application& Agent Engineer
Building useful AI systems,not AI demos.
Building practical AI systems with Agents, RAG, workflows and local-first tools.
- AI Application & Agent Engineer
- Agent · RAG · Workflow
- 2059 tests passed · JobMate
- Shanghai, China
Selected Work
02
Industrial Equipment RAG Assistant
工业设备调试 RAG 知识库助手
A knowledge-base assistant that lets frontline staff query equipment manuals, commissioning documents and fault records in plain language.
03
Construction Plan AI Generation & Review System
建筑施工方案 AI 生成与审核系统
A multi-stage AI system for construction-plan generation and review, combining retrieval, deterministic tools and agent workflow orchestration.
Open Source
Code I maintain in public, and fixes contributed back upstream.
01
job-application-assistant
AI Job Application Agent Skill
An open-source job-application Agent Skill for Claude and Codex, covering research, application preparation, ATS assistance and tracking.
OPEN SOURCEMIT
02
volcengine/OpenViking
Semantic Parent Refresh Namespace Boundary Fix
Fixed semantic parent refresh crossing into invalid namespace roots and added regression coverage for valid and invalid semantic-root boundaries.
I build AI applications around real workflows, not isolated model demos.
Engineering principles
- 01
Problem Before Model
Solve the business problem first. Choose the model after.
- 02
Workflow Before Agent
If a workflow can solve it, it doesn't need an agent. Autonomy is a cost, not a feature.
- 03
Evaluate Retrieval
RAG is not a vector database with a prompt on top. Retrieval has to be measured.
From Architecture
to AI Engineering.
Architecture taught me how to structure complex problems. AI engineering gave me a new medium to build solutions.
- 2023
Started exploring Generative AI & LLMs.
- 2024
AI application development & training.
- 2025
AI development in production-oriented scenarios.
- 2026
Agent Engineering / RAG Evaluation / AI Coding / Open Source.
Currently Exploring
Agent Architecture
Agent Loop / State / Executor / Tools
RAG Evaluation
Hit@K / MRR / Retrieval Quality / Ranking Quality
Local-first AI
Privacy-first AI product architecture
AI Coding Agents
Claude Code / Codex / Agentic Software Engineering