Skip to content
View wins-wang's full-sized avatar
1 follower · 0 following

Block or report wins-wang

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
wins-wang/README.md

👋 Hi, I'm Winston Wang

I bridge theory and practice across the full machine learning lifecycle—from Python scripting to LLM finetuning.

🚀 Data Scientist with 4+ years of experience in ML, NLP, and AutoML.
🌱 Creator of GridMaster – An intuitive AutoML toolkit.
✍️ I write technical tutorials and research summaries at Medium.
🌐 Visit my portfolio: winston-wang.com.

🤖 Explore My Personalized RAG-powered AI chatbot.

🧠 I build tools that simplify complexity, turning curiosity into clarity, and one data-driven solution at a time, I hope to make a meaningful contribution to the world.

💻 Core ML & AI Tools

Python scikit-learn TensorFlow PyTorch MLX GridMaster‾‾PyPI Downloads

🧠 LLM & GenAI

HuggingFace Transformers LoRA QLoRA LangChain RAG | Hybrid Search AnythingLLM

☁️ Cloud, Infra & DevOps

AWS Azure Docker Linux Git Snowflake Databricks

Certifications: Microsoft Certified: Azure AI-900 • AWS Machine Learning Specialty (MLS-C01) — In Progress

📊 Visualization & Analysis

Pandas NumPy Matplotlib Seaborn Jupyter Tableau PowerBI

🔧 Systems & Project Practices

Requirements Analysis System Modeling (UML/ERD) Agile (Scrum) Project Management Rapid Prototyping

📂 Other Skills (Click to expand)
       
   
           
   
         
 

📢 Actively seeking data science opportunities in Canada 🇨🇦
📬 Contact: mail@winston-wang.com

Personal Website    GridMaster Docs    Medium Blog    LinkedIn Profile

Ideas are better when shared — let’s make something meaningful!

Pinned Loading

  1. GridMaster GridMaster Public

    AutoML Toolkit for Classification — Multi-stage grid search, model comparison, and exportable reports using GridMaster.

    Python 1

  2. tutorials tutorials Public

    ML Tutorials & Technical Walkthroughs From MLX finetuning to LoRA and beyond — hands-on notebooks.

    Jupyter Notebook 4

  3. data-visualization-portfolio data-visualization-portfolio Public

    Interactive Data Visualizations using R, Python, Tableau, ggplot2, and Seaborn — featuring dashboards, statistical plots, and creative visual encodings.

    R

  4. recommender-systems-from-scratch recommender-systems-from-scratch Public

    Recommender Systems from Scratch: 7 classic algorithms implemented manually for full control and learning.

    Jupyter Notebook

  5. credit-card-churn-prediction credit-card-churn-prediction Public

    End-to-End Credit Card Churn Prediction — AutoML pipeline powered by GridMaster with automated tuning and model selection.

    Jupyter Notebook

  6. ensemble-methods-and-boosting-examples ensemble-methods-and-boosting-examples Public

    Curated Ensemble Learning Examples — Bagging, Boosting, Cross-validation, and Model Comparison.

    Jupyter Notebook