05Contact
Open to applied-AI roles and selected project work.
I am based in Singapore and interested in work where AI-assisted processes need clear requirements, usable prototypes, quality checks, human review and reliable operational handoffs.
Selected project work
Bring one workflow that needs to work better.
I review an existing AI-assisted workflow or prototype against the task it is meant to help someone complete. Together, we define where it gets stuck and what a useful correction needs to achieve.
Map the work
The steps, handoffs and decisions that shape the result.
Find the failure points
Where outputs fall short or human review is missing.
Define a focused correction
A practical change with clear acceptance checks.
Scope, timing and fee are agreed before work begins.
Discuss a workflow review