R

Leveraging my skills in R programming, honed through rigorous LinkedIn Learning certifications, I've applied statistical analysis and data visualization techniques across various projects and roles. My proficiency in R has enabled me to tackle complex data wrangling, statistical modeling, and predictive analysis with efficiency. This skill set has been particularly useful in roles at Standard Chartered Bank, Singtel Cyber Security, and Ohmyhome, where I've employed R to drive insights and inform strategic decisions, showcasing a deep understanding of data science principles in real-world applications.

Spreadsheet compared to Dashboards Squar

Excel vs R for prediction analysis

This project compares traditional, Industry 3.0 applications such as Excel to Industry 4.0, Machine Learning with R to predict outcomes using a Temperature and Humidity Dataset

Reduction of Aircon usage analysis using R and SQL

This project analyses, compares and contrasts temperature and humidity data collected from various parts of a typical house and gives recommendations on how to maintain optimal temperatures whilst reducing the cost on cooling such as Air conditioning

Internet Computer Scraping, Square Icon,

Using an R script to refresh live data from google sheets and uploading it to a local MySQL server

In this project, we build an R script that automatically gets live data from the web such as google sheets, processes it, and uploads and updates new records to a local MySQL server every few seconds. This allows you to process real-time data with minimal lag

Stock Market, Square Icon, Blue Backgrou

Using a R script to scrape and daily refresh stock data and add in calculation fields and uploading to a local SQL server

In this project, a R scipt is created to scrape yahoo finance for daily stock information, add some calculation columns as well as several joins to join company information and financials and finally upload to 3 different SQL tables to be analysed in PowerBI or other front end applications

Some Personal Statistics

Years total Data Analytics Experience

12+

Technical Tools / Language Proficiency

200+

Dashboards Created

150K+

Lines of code written so far