Gacha Planning With Python

A gacha games is video game that implements the gacha mechanic to the likes of loot boxes to entice players to spend in-game currency to receive a random in-game item.

April 30, 2024 · 5 min · Kean Teng Blog

Road To 1 Million With EPF

EPF or KWSP (Employee Provident Fund) is formed by the Malaysian government on 1951 to help workers safeguard their retirement saving.

January 9, 2024 · 3 min · Kean Teng Blog

Creating ChatFloodRisk

In this article, we will walk through the steps of creating a flood risk prediction chatbot with interface similar to ChatGPT that is able to predict flood risk of any location in Malaysia.

September 17, 2023 · 5 min · Kean Teng Blog

Introducing ChatAutomata

In this article, I provide example to integrate the package into application, preferably a Chatbot as an agent as we are seeing user-agent interaction is starting to redefine how do we work today in industry. The usage of Chatbot is helping us to perform routine tasks more quickly so that more time can be spent on something more productive and meaningful.

September 17, 2023 · 5 min · Kean Teng Blog

Introducing BlueAutomata

Reporting is a crucial aspect of various sectors across industries to ensure transparency, compliance, decision-making, and accountability.

September 7, 2023 · 8 min · Kean Teng Blog

Creating a Site Using Materials Mkdocs

Images from Unsplash MkDocs is a fast, simple and downright gorgeous static site generator that’s geared towards building project documentation. With source files in Markdown configured with a YAML configuration, site can be easily generated and deployed. Material for Mkdocs is build on top of Mkdocs, and it is targeted for project documentation with a set of powerful and beautiful documentation framework. Let’s go through how the site below is built:...

September 4, 2023 · 4 min · Kean Teng Blog

Publish a Package on Pypi

Let’s talk about Python package publishing. You have spent hours creating a Python package with some wonderful tools in it

September 4, 2023 · 5 min · Kean Teng Blog

Land Cover, Elevation & Slope

Google Earth Engine is used by scientists, engineers and developers to detect change, map trends and quantify differences on the Earth’s surface.

August 26, 2023 · 4 min · Kean Teng Blog

Machine Learning Explainability

Many people tend to say that machine learning models are black boxes because they can make good predictions but cannot understand the logic behind those predictions.

August 26, 2023 · 13 min · Kean Teng Blog

Feature Engineering

Images from Unsplash Disclaimer: This article is my learning note from the courses I took from Kaggle. In this course, we will learn on how to: determine which features are the most important with mutual information invent new features in several real-world problem domains encode high-cardinality categoricals with a target encoding create segmentation features with k-means clustering decompose a dataset’s variation into features with principal component analysis 1. Introduction The reason we perform feature engineering is we want to make our data more suited to the problem at hand....

August 20, 2023 · 20 min · Kean Teng Blog