Nontapat Thaiprayoon

Hello Everyone :)

I am Nontapat, I have a background in architecture and graduated from Silpakorn University in 2018. After working in construction management for several years, I decided to pursue my interest in data science. I completed several online courses in data science, including

The Business and Financial Modeling Specialization - Wharton Online [link]
The IBM Data Science Specialization - IBM [link]
Data Science Pathway - Chulalongkorn University [link]

Although these courses were a great introduction to the field, I felt I needed a deeper understanding of the theory and practical applications of data science to pursue a career in this field. This led me to pursue an M.S. in Statistics and Data Science from Chulalongkorn Business School, which I will be completing in the coming month. My master's project involved using deep learning techniques to construct 3D objects from a single image, which was a fascinating exploration of the potential applications of ML/DL in computer vision.

What sets me apart is my ability to combine data science with architectural design processes. For example, I am interested in using data analytics to analyze building energy consumption and create visualizations to aid in the design process. I am excited about the potential for data-driven solutions in the architecture and construction industries and am currently working as a data researcher specializing in the field of data science.

You'll find a collection of my past data science projects below. Please note that some of the visualizations may appear distorted when viewed on a smart device.

Social Media Insight Analytics [link]
H&M Product Recommender [link]
WONGNAI Review Rating Prediction
SET50 Portfolio Optimization
Construct 3D Object from 2D Single Image with Deep Learning (Master Project)
Predict Building Cooling Load using Machine Learning

You can view other content of the blog by pressing the button [+] on the top left of the page.

Thanks for stopping by :)