
Bright spots in local tech hiring buck global gloom
Nasrudin’s path into banking AI, within Singapore’s wider technology hiring story.
Read full article (opens in a new tab)AI Architect & independent consultant · Singapore
I’m Nasrudin. I help teams turn AI ideas into dependable systems. I also write about judgement, philosophy and living well.
An architect’s perspective. A practitioner’s involvement.
Always something more to learn.

My work has taken me through banking, machine learning operations and venture building.
Conversations beyond this site

Nasrudin’s path into banking AI, within Singapore’s wider technology hiring story.
Read full article (opens in a new tab)A conversation about building Chatoyance, social trading, and the role of machine learning in developing investment strategies.
Read full interview (opens in a new tab)Working together
Engage me directly for independent consulting, alongside my work building ventures at Replikate Labs.
Make the important decisions early: what to build, how it fits your business, and which trade-offs you can live with.
Explore advisory ↗02Hands-on help with agents, data systems, evaluation and implementation, working alongside your team.
Build together ↗03Workshops and ongoing conversations that help people understand the tools and make their own good decisions.
Discuss a workshop ↗For a focused question or a block of engineering time, explore research and engineering engagements.
Notes from practice
Start with a bounded job, a clear measure of success and a way to recover when the system gets it wrong.
Read the essay ↗Engineering notesA practical extension of HyperSanity: evidence, independent checks and the cost of mistakes in an AI workflow.
Read the essay ↗Philosophy & judgement
Questions about how we know, what we value, and how to act when certainty is unavailable.
Explore the essays ↗On fallible minds, independent checks, and decisions that answer to reality.
“Do not relocate trust. Diversify the ways it can fail.”Read HyperSanity ↗
Ebooks
Short books on family, relationships and work. Twenty principles at a time, written to return to.
Start a conversation
If you’re working through an AI decision, a difficult system or an idea worth testing, I’d be glad to talk.
Let’s talk