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🛠️BUILD
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karenwky/README.md

Hi there, I'm Karen Wong 👋🐱💻


Projects

Category Project Tech Stack
Agentic RAG 💬 Smart Customer Support Triage Agent LlamaIndex, LlamaCloud, Gradio, Claude, LlamaTrace (Arize Phoenix), Python
Deep Learning 🐾 Pet Health Multi-Task Text Classifier DistilBERT, Transformers‎, PyTorch, Gradio, Python
Prompt Engineering 🧩 Chinese 4-Character Idiom Game (四字成语填空游戏) Amazon Q CLI, Pygame, Termios/Fcntl, Python
Prompt Engineering 🎭 Shakespearean Made Easy GitHub Models (Azure AI), Vite.js, Vercel, Cursor, HTML/CSS, JavaScript
Computer Vision 👗 ClosetAI Mask R-CNN, OpenCV, TensorFlow, Keras, Flask, Python
Recommendation System 🥘 Allrecipes.com Pandas, SciPy, Keras, Matplotlib, Flask, Python
Predictive Modeling 🐎 Hong Kong Horse Racing LightGBM, kNN Classifier, scikit-learn, imblearn, Joblib, Pandas, Python
EDA & Visualization 🏠 Hong Kong Property Pandas, Beautiful Soup, Regex, Seaborn, Matplotlib, Python
Dashboard ✈️ Airbnb(Los Angeles) Tableau, Pandas, Python

Coursework

Category Coursework Tech Stack
MLOps 🩺 Diabetes Progression Predictor Docker, FastAPI, scikit-learn, Pydantic, Uvicorn, NumPy, Python
AI Agent 🤗 Hugging Face Agents Course smolagents, LlamaIndex, LangGraph, Ollama, Qwen, Gradio, Python
AI Agent 🧬 Strands Agents SDK Strands Agents, Ollama, Qwen, Python
Deep Learning 🍔 Food or Not Food Text Classifier DistilBERT, Transformers‎, PyTorch, Gradio, Python
Deep Learning 🧠 Practical Deep Learning for Coders fastai, PyTorch, Python
Data Science 💻 Bootcamp Assignments scikit-learn, MySQL, MongoDB, BigQuery, Python
Cloud Computing 🧡 AWS Projects Amazon S3, Amazon QuickSight, draw.io
Programming 🍏 HackerRank Python, SQL
Programming 💾 LeetCode Python
Programming 🔷 C++ Tutorial for Beginners C++

Open Source Contributions

Category Open Source Contributions
AI Agent 🤗 Hugging Face Agents Course Documentation enhancements
AI Agent 🤗 Hugging Face MCP Course Code refactor, Documentation fix
TM1 (IBM Planning Analytics) 🐍 TM1Py New feature enhancements, Bug fix
TM1 (IBM Planning Analytics) 🪨 Bedrock Bug fix, Docstring enhancements

Tech Stack

Programming Languages

Python JavaScript C++ HTML5 CSS3 SQL

AI Agents & LLM Tools

Hugging Face LlamaIndex LangChain Ollama

Machine Learning & AI

PyTorch TensorFlow Keras OpenCV scikit-learn Jupyter Pandas NumPy Matplotlib

Web Development

Gradio Vite FastAPI Flask

Cloud & MLOps

Docker AWS Azure Vercel

Databases & Business Intelligence

TM1 MySQL MongoDB Google BigQuery Tableau Power BI

Development Tools

Git GitHub VS Code Cursor Amazon Q CLI


Certifications


Karen Wong's GitHub Stats

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  1. cs-agent cs-agent Public

    Agentic RAG chatbot that intelligently routes customer queries to relevant knowledge bases for accurate responses.

    Python

  2. Computer_Vision_ClosetAI Computer_Vision_ClosetAI Public

    fashion segmentation & classification project with Mask R-CNN

    Jupyter Notebook 6 1

  3. Recommendation_System_Allrecipes Recommendation_System_Allrecipes Public

    recommending recipes with content-based filtering approach

    Jupyter Notebook 7 3

  4. Predictive_Modeling_Hong_Kong_Horse_Racing Predictive_Modeling_Hong_Kong_Horse_Racing Public

    predict the winning horse with supervised machine learning models (lucky to have 100% accuracy on small test data)

    HTML 4 5

  5. Visualization_Hong_Kong_Property Visualization_Hong_Kong_Property Public

    web scraping and EDA(Exploratory Data Analysis) project

    Jupyter Notebook 1 1

  6. cn-idiom-game cn-idiom-game Public

    Chinese 4-Character Idiom Game (四字成语填空游戏) in CLI and Pygame GUI versions.

    Python