Prahyat Puangjaktha | Hub

Paper, Meet Code: Linking Research to Repositories

Fri, 01 May 2026 11:00:00 +0000

This research project focuses on a deep learning approach to automatically link scholarly articles with their official software repositories on GitHub.

Key Contributions

SPECTER Model: Utilized for extracting information from both academic articles and software repositories.
Classification: Applied machine learning models, with LightGBM achieving high performance in binary classification tasks.

Read the paper (2024)

Evolving Compact Prediction Model for PM2.5

Fri, 01 May 2026 10:00:00 +0000

Research on air pollution in Chiang Mai, specifically focusing on PM2.5 levels, which are a major contributor to health problems in the region.

Project Highlights

Analysis: Identified fire as a significant correlating factor influencing PM2.5 levels.
Prediction: Developed a machine learning model to predict PM2.5 levels for the next 3 hours.

Publication (2021)

First Post: Hello World!

Fri, 01 May 2026 10:00:00 +0000

Welcome to my new personal website! This site is built with Hugo and the PaperMod theme.

I’ll be using this space to write about:

Web Development
Automation
My latest projects

Stay tuned for more!

About Me

Fri, 01 May 2026 00:00:00 +0000

I am a PhD Student at Mahidol University, Thailand, passionate about using data to understand and solve environmental challenges. My work focuses on the intersection of Environmental Science and Data Science, specifically applying Artificial Intelligence and Remote Sensing to address environmental issues and disasters.

With a background in computer science and statistics, I have over 4 years of experience in data engineering, deep learning, and machine learning. I am driven to produce research that translates into actionable insights for environmental management.

Data Science Cheat Sheet

Fri, 01 May 2026 00:00:00 +0000

A quick reference guide for essential Data Science libraries:

Pandas: Data manipulation and analysis.
Numpy: Numerical computing.
Scikit-Learn: Machine learning algorithms.
Matplotlib: Data visualization.

Download the Full Cheat Sheet

The Curator

Fri, 01 May 2026 00:00:00 +0000

Prahyat Puangjaktha

PhD Student | Remote Sensing & Data Science

Summary

Experienced Data Scientist with 4 years of specialized experience in data engineering, data science, deep learning, and machine learning. Proven expertise in NLP, predictive analytics, and computer vision. Skilled in working with satellite imagery and remote sensing data.

Experience

Mahidol University

PhD Student | Aug 2025 – Present

Studying technology for Environmental Sustainability and Disaster management.
Focus on applying AI and Remote Sensing for Environmental Challenges.

Freelance

Data Engineer | Data Scientist | ML Engineer | Feb 2024 – Dec 2025