Brief Introduction

Hi, welcome to this website.
I am currently training to become a data scientist. I have worked in many different roles in biomedical industry. While I had a lot of experience in data analysis, I have never had a formal training in data science.
This website is a brief summary to showcase my works, mainly in the data science field.

Data Science-related Works

Below are some overview of my works in the data science field.

  • Data Processing Pipeline

    Designed processing pipeline from parquet data into dashboard for clinicians.

  • Machine Learning Framework

    Designed machine learning pipeline to analyze real-world data to classify diseases based on laboratory data.

  • Data Visualization

Related Skills from Courses

  • Advanced machine learning

    The works include classification, regression, clustering, and dimensionality reduction, utilizing GPU processing such as Keras and PyTorch.

  • Database engineering

    Introduction in setting up analytical pipelines in MS Azure, including SQL, NoSQL, and data visualization with PowerBI.

  • Study design and simulation

    Introduction in setting up synthetic data to simulate different studies to calculate effects that relate to causation.

Past industry experience

  • Biostatistics
  • Clinical trials
  • Pharma market research