Experience

Floating Point Group

• Singapore
• Financial Services
• 1 - 100 Employee

• Senior Software Engineer

  • Mar 2022 - Present

• Software Engineer

  • May 2020 - Mar 2022



Massachusetts Institute of Technology

• United States
• Higher Education
• 700 & Above Employee

• Postdoctoral Associate

  • 2018 - May 2020

  • Supervised more than 60 students on an open-source projects analyzing thousands of novels or digitizing documents from MIT's archives • Developed student training modules on Git workflow, IDE usage, debugging, testing, and text analysis • Structured project code base, established Python base classes, created metadata processing pipeline • Supervised more than 60 students on an open-source projects analyzing thousands of novels or digitizing documents from MIT's archives • Developed student training modules on Git workflow, IDE usage, debugging, testing, and text analysis • Structured project code base, established Python base classes, created metadata processing pipeline



University of California, Berkeley

• United States
• Higher Education
• 700 & Above Employee

• Technical Advisor

  • 2015 - 2016

  • Led workshops on text analysis including document-term matrices, document classification, distinctiveness measures, and topic modeling • Trained students to use text analysis, web scraping, social network analysis in digital research projects

• Project Coordinator

  • 2014 - 2015

  • Developed a medical literature recommendation system based on a sqlite database of 24 million abstracts, using an intermediary topic model layer to structure results • Created project web interface and managed student researchers to scrape data