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cyyang50/README.md

Hi there 👋, I'm Chueh from Taiwan and currently living in Luzern, Switzerland

😊I am...

  • Cross-disciplinary professional with a Master's degree in Data Science and a Master's degree in Engineering
  • Motivated data scientist with 2+ years of experience as a data analyst
  • Experienced in a variety of projects
  • Skilled in the processing and analysis of data
  • Passionate about building models and designing database architectures
  • Capable of translating business needs into concrete deliverables

🔧Tech skills I have

  • Machine Learning: Python, R
  • Database Architecture: SQL, MongoDB
  • ELT/ETL Workflow: Apache Airflow, Python, R
  • Cloud Service: Amazon Web Services
  • Data Visualization: Tableau, Power BI
  • Data Analytics: MS Excel, SAS
  • ERP System: SAP

🚀Projects I've completed

  • Medical image analysis - classifying lung cancer subtype with histopathological images (Domain-Adversarial Neural Networks) (Python + TensorFlow, Deep Learning )
  • Data Warehouse and Data Lake System Design: An Application for Searching Tourism Attractions in Switzerland (AWS + Apache Airflow + Python + SQL, Database and Data Pipeline Architecture)
  • Discover Zurich - Food, Sightseeing, and Sport (MongoDB + Python, Database Architecture)
  • Seoul Bike Sharing Modelling (R, Data Preprocess, Machine Learning and Visualization)
  • Stroke Prevention – Just a Matter of Life Decisions? (R + Python, Data Preprocess and Machine Learning)
  • Evaluating the relationship between google trends, oil price and automotive industry performance and its stock market (Python, ETL)
  • The Data Visualization of Covid-19 in Europe (Tableau, Visualization)

Pinned Loading

  1. bike_sharing_modelling bike_sharing_modelling Public

    a prediction of bike demands with various ML models

  2. classifying_histopathological_images classifying_histopathological_images Public

    a domain adversarial framework with data augmentation/staining normalization to classify the subtypes of lung cancer.

    Jupyter Notebook

  3. data_warehouse_architecture data_warehouse_architecture Public

    a tourism data warehouse and tourism-insight dashboard with the use of Instagram and Google trend data

    Python 1

  4. stroke_prevention stroke_prevention Public

    a data analysis and prediction about stroke with Python and R

    Jupyter Notebook

  5. superstore_data_analysis superstore_data_analysis Public

    global superstore transaction data modelling and analysis with R

  6. demand_forecasting demand_forecasting Public

    Using time series models to predict the demand

    Jupyter Notebook