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Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: Quickdraw

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clchinkc/README.md

Hi, I'm Kevin 👋

AI Engineer building agentic LLM systems for production. Computer Engineering + AI @ HKUST (grad 2026).

Note

I build LLM + tools + workflows that ship real AI features.

  • Production agentic systems for fashion-tech SaaS
  • Practical LangGraph / Langchain / RAG / MCP implementations
  • Open source tooling for document workflows and AI agents

🧑‍💻 Currently

  • AI Engineer @ Narrative AI – Building agentic workflows for a fashion-tech SaaS platform.
  • Final-year Computer Engineering + AI @ HKUST (grad Jan 2026).
  • Maintaining open-source projects around document workflows, agents, and AI tooling.

📂 Open Source Projects

LLM & Agentic Systems

Project What it does Tech
document-mcp 26 MCP tools for large-scale document management. PyPI published, Google Cloud hosted. Python, MCP, uv, pytest
streamlit-editor LLM-powered editor for technical writing with DSPy + LangChain. Python, Streamlit, DSPy, LangChain
stockchat DSPy-powered stock analysis agent with TA indicators and RAG. FastAPI, React, TypeScript, DSPy
story_crowdsource_preference Story preference data collection for DPO/reward modeling. Streamlit, Supabase, PyTorch

🧰 Tech Stack

Languages

Python TypeScript C++

AI & Agents

LangGraph DSPy LangChain PyTorch

Backend

FastAPI Node.js Supabase MongoDB

Frontend

React Next.js TailwindCSS Streamlit

Infra

Google Cloud Vercel Docker GitHub Actions

🏅 Hackathon Highlights

  • 🥉 APRU × Google Tech Policy Hackathon 2025 – AI-powered agricultural credit scoring (Agri-Access: NASA Prithvi + SHAP explainability)
  • 🥇 Best Fintech + Most Innovative @ PolyHack 2023 – Crypto market maker
  • 🥉 CBSA-Wisers Analytics Challenge @ HKUST 2023 – ESG NLP sentiment index

📊 GitHub Stats

Kevin's GitHub stats Top languages

🤝 Connect

Always happy to chat about: agentic workflows, LangGraph, Claude, MCP tooling, RAG systems, and shipping GenAI products.

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  1. streamlit-editor streamlit-editor Public

    Personal project, Generative AI, Streamlit, Python

    Python 54 11

  2. llm-cloud-inference llm-cloud-inference Public

    vLLM-powered Qwen3-8B-AWQ inference API on Google Cloud Run. OpenAI-compatible, scale-to-zero serverless.

    Python

  3. aerovision aerovision Public

    AeroVision 是一款專為航空廢棄物管理而設計的網頁應用程式，旨在透過數據收集和分析，提升航空公司廢棄物的管理效率。此應用程式運用生成式人工智慧，自動識別並分類廢棄物類型，提供用戶結構化的數據顯示和回收建議。AeroVision 的功能包括廢棄物數據的即時上傳、AI 分析、自動生成統計報告，並支援手動數據校正，旨在幫助航空公司有效管理廢棄物，提升回收率。

    JavaScript

  4. agri-access agri-access Public

    AI-powered agricultural credit scoring platform for the APRU x Google Tech Policy Hackathon by team Agri-access. Leverages satellite imagery, machine learning, and explainable AI to assess farm cre…

    JavaScript

  5. stockchat stockchat Public

    Personal project, Generative AI, Python, FastAPI, React, Docker/Docker Compose

    TypeScript 145 27

  6. document-mcp document-mcp Public

    Model Context Protocol Tools for Document Management

    Python