Hi, my name is

王健安

Andy Wang

I’m a a polymath in statistics, AI development and explainable AI. Through programming languages such as Python and R, I can easily implement complex statistical analysis and AI models, such as using various packages such as sklearn and Pytorch to conduct in-depth research on automated machine learning and explainable artificial intelligence.

About Me

I am Wang Jian-an and currently studying at the Data Science Institute of National Cheng Kung University. I am a versatile student with rich experience in statistics, AI model development and deployment. I am proficient in using programming languages such as Python, R to implement statistical analysis and AI model development (including using packages such as sklearn, Pytorch for automated machine learning and in-depth research on explainable artificial intelligence) as well as deployment and other requirements.

My experiences include internships at a startup, collaborating with three groups of physicians from National Cheng Kung University Hospital for research, and participating in industry-academia cooperation projects with a technology company. I always adhere to principles and reasonably allocate time and resources to ensure that every project receives sufficient attention and is completed.

On this blog, I will share my knowledge and experience related to data science and artificial intelligence, including statistical analysis, AI model development, deployment, and best practices. If you are looking for an experienced expert who can help you deal with various data challenges, I am happy to provide assistance!

Here are a few technologies I've been working with recently:
  • Python
  • The development and application of explainable AI
  • R language
  • The development of AutoML combined with target trial emulation
  • SAS
  • Statnstical analysis and data analysis for medical and marketing fields
  • SQL
  • The development of interactive dashboard such as Looker Studio, Power BI and Dash Module

Experience

AI Engineer - AcuSense Biomedical Technology
July 2021 - present

I’m responsible for the following duties:

  • Lead for the development direction of AI products and research
  • AI development for IntraDialytic Hypotension (IDH)
  • Effectiveness analysis for AI IDH system
  • Research for Chronic Kidney Disease (CKD)

I have some contribution to the company:

  • Introduce Automatic Machine Learning (AutoML) to increase the efficiency during AI development
  • Achieve good model performance to get SPARK Program in 2022
External Lecturer - Cupoy Knowledge Community
June 2021 - present

There are some lecture I’d tought and shared.

Education

2020 - 2023
Master of Institute of Data Science
National Chung Keng University, Taiwan

Master Thesis

  • Global high interpretability AI from counterfactual and causal effect with statistical methods
    Executed Projects:
  • Resume Clustering Using Machine Learning
  • Thymoma Classification Prediction Using Machine Learning
2016 - 2020
Bachelor of Public Health
Taipei Medical University

Get in Touch

My inbox is always open. Whether you have a question or just want to say hi, I’ll try my best to get back to you!