Dan L Email & Phone Number

Singapore, Singapore

- Liaised with internal stakeholders to gather user requirements and develop ML solutions for their operations- Written reports to establish findings on model accuracy and possible areas for improvements- Worked with PySpark and MLFlow to perform machine learning with big data

Accomplishments- Created a first-cut algorithm for determining a qualification metric based on job posting and resume data on the MyCareersFuture platform, using data structures and algorithms to speed up the methodology described in a research paper to ensure scalability- Created a Jupyter Notebook that extracts topics from chat logs using text mining.

Accomplishments:- Built a scraper using Python that extracts tweets on MRT breakdown data and analyses them- Built a website mockup using WordPress and Moqups- Cleaned and analysed data on volunteer organisations and created reports and presentations to improve volunteer acquisition and retention rates

Replied emails about the Government Paid Leave (GPL) schemes as well as perform other administrative duties like data entry and handling sensitive data