Eurekaa is a suite of research tools for course creators to find opportunities and validate course ideas. I built the web app and scrapers to collect 200,000 courses across 10 platforms. Uses a proprietary scoring system to evaluate course opportunity and demand. 5 star rating on AppSumo.

An app to advise employees on how to make an impact. Uses a questionnaire UI and search powered by Algolia. I also developed a clustering machine learning model to categorize app users.

A consulting chatbot for Human Resource managers to make better people decisions. Uses natural language processing (NLP) to provide recommendations.

A big data app to help Southeast Asia Shopee sellers to find product opportunities and track competitors.

An idea to make ordering coffee in Singapore more accessible to foreigners.

Recruitment firms manage hundreds of applicants movements every day. Most firm uses multiple Excel files and it's hard to track candidate progress. This is a prototype that can replace complicated excel files used at recruitment firms.