What I’ve been working on

AI Implementation Framework: SEXY

AI Implementation needs to be SEXY.

In today’s rapidly evolving technological landscape, I believe how we implement AI needs to be ‘SEXY’ to deliver true value.

SCORE: Prompt Framework for ChatGPT 4o

Just released: A carousel guide for the SCORE Prompt Framework with a practical example!

The SCORE framework with OpenAI’s ChatGPT4o I mentioned in my previous posts is now…

Building A Multi-Agent System with CrewAI

I’ve been experimenting with CrewAI to build a specialized AI agent teams using only open-source LLMs.

Inspired by Viktoria Semaan’s Instagram reel about creating a…

Building A Choropleth Map for England and Wales with Shiny

“A picture is worth a thousand words” - this ancient wisdom especially rings true to me when visualizing complex geographical data.

I’ve been fascinated by how mapping data…

Building a personal spending dashboard with Shiny

In this post, I present a personal spending dashboard (link) that helps visualize and analyse monthly spending. This Shiny app is for illustration purpose only.

Building a bus timetable app with Shiny

In this post, I present a bus timetable app (link) for students at the University of Warwick made with Shiny. This Shiny app is for illustration purpose only.

Creating a personal website with Quarto

Having a personal website is ubiquitous and essential these days for professional use. In this project, I am going to share my experience with, creating a personal website…

Tips on Working with R’s environment

After working extensively with R in the past few years, I have a few tips that can improve user’s experience while searching within R’s environment (see below).

Functions, Cleaning, Analysis and Sharing (FxCAs)

In this post, I present a multiple-script-interconnected, minimalistic framework that facilitates data cleaning and analysis in R. This framework (which I called ‘Functions…

Building A Table of Multiple Linear Regression Models with Stargazer

In this post, I present a method to combine results of multiple linear regression models in a latex regression table with stargazer (R package).