Skip to content
View panthbs's full-sized avatar

Block or report panthbs

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
panthbs/README.md

Hi, I'm Panthakan!

Data Scientist | Machine Learning Practitioner | Mathematician | Statistician

I am a Research Data Scientist bridging the gap between mathematical theory and real-world business value. With a strong academic background in mathematics and statistics, I focus on building interpretable machine learning models, forecasting systems, and data-driven solutions.


🔍 Technical Focus

  • Modeling: Time Series Analysis, Demand Forecasting, Retail Analytics.
  • Methodology: Applied Statistics, Interpretable ML, Data Storytelling.

🛠️ Tech Stack

Category Tools
Languages Python, R, SQL, C, C++
Data & ML scikit-learn, TensorFlow, PyTorch
Visualization PowerBI, Matplotlib, Seaborn, ggplot2

📈 Professional Experience (Highlights)

While much of my commercial work is proprietary, here are the types of problems I solve:

  • Demand Forecasting: Developed statistical models to predict inventory requirements, reducing waste and optimizing stock levels.
  • Retail Analytics: Analyzed customer behavior patterns to drive business strategy.
  • System Optimization: Bridged raw data with actionable business logic using Python and SQL.

🌐 My Portfolio💼 LinkedIn

Pinned Loading

  1. SET-Scrape SET-Scrape Public

    Automated downloader of annual report filings (56-1 One Report / แบบแสดงรายการข้อมูลประจำปี) for all SET-listed companies on the Stock Exchange of Thailand.

    PowerShell

  2. phd-research-notes phd-research-notes Public

    Curated research notes on Natural Language Processing, Information Retrieval, and Thai LLMs. My personal PhD reading list.

    JavaScript