Jun 2025
A hackathon project that grew into a funded accelerator product. Redflags uses AI to help young adults
understand financial contracts before they sign them, turning dense legal language into something they
can actually act on.
May 2024
I noticed Grof's app notifications were inconsistent across the product and no one had a clear view of
what existed. I started an audit and built a centralised repository that gave the whole team a shared
language for the first time.
Aug 2023
Spenmo already had KYB/KYC e-forms for Singapore and Malaysia. As the product expanded into the
Philippines, I adapted the form for new compliance requirements and used the opportunity to smooth
out the friction points in the existing form-filling experience.
Jul 2023
Spenmo needed to understand how SME finance teams actually handle bill payments before making decisions
on features, pricing, and positioning. I supported the design lead in running a structured research
programme with accounting heads across 10 companies.