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clchinkc/README.md

Hi, I'm Kevin 👋

AI engineer & Computer Engineering + AI student @ HKUST, building agentic LLM systems for real-world products.

Note

I build LLM + tools + workflows so teams can ship AI features faster.

  • Agentic systems for fashion-tech, fintech, and analytics
  • Practical DSPy / LangChain / RAG setups
  • Robust, production-ready apps and tooling

🧑‍💻 Currently

  • AI Engineer Intern @ Narrative AI – building agentic workflows for a fashion-tech SaaS that turns design language into structured manufacturing specs at scale.
  • Final-year Computer Engineering + AI @ HKUST (grad 2026).
  • Maintaining open-source projects around document workflows, agents, and finance tooling.

🧰 My Tech Stack

Languages

Python TypeScript C++

AI & Data

DSPy LangChain PyTorch TensorFlow scikit-learn

Backend

FastAPI Flask Node.js Supabase SQLite

Frontend

React Streamlit TailwindCSS Vite

Dev & Infra

Docker GitHub Actions PyPI


🏅 Hackathon highlights

  • 🥉 APRU × Google Tech Policy Hackathon – AI-powered agricultural credit scoring (Agri-Access).
  • 🥇 Best Fintech & Most Innovative – PolyHack 2023.
  • 🥉 CBSA-Wisers Analytics Challenge @ HKUST – ESG sentiment & climate risk analytics.

📂 My Open Source Projects

LLM & Agentic Systems

Project What it does Tech
streamlit-editor LLM-powered editor for technical writing; integrates DSPy + LangChain with a Streamlit UI. Python, Streamlit, DSPy, LangChain
stockchat DSPy-powered stock analysis agent inspired by Perplexity Finance, using TA indicators and RAG for equities. FastAPI, React, TypeScript, DSPy, TA-Lib
story_crowdsource_preference Collects story preference data for DPO/reward modelling in creative-writing tasks. Streamlit, Supabase, PyTorch

Tools & Infrastructure

Project What it does Tech
document-mcp PyPI package for large-scale Markdown/document tooling in MCP-based agents. Python, MCP, uv, pytest

📊 GitHub Stats (optional eye-candy)

Kevin's GitHub stats Top languages


🤝 Connect

Pinned Loading

  1. streamlit-editor streamlit-editor Public

    Personal project, Generative AI, Streamlit, Python

    Python 54 11

  2. stockchat stockchat Public

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

    TypeScript 144 27

  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. polyhack-2023 polyhack-2023 Public

    Code for team Flexichange

    C++

  6. SecureEncoder SecureEncoder Public

    Personal project, Python, Flask, React, Typescript, Tailwind CSS, Docker, Test-Driven Development, Continuous Integration

    TypeScript 1