Aiman Ismail

PERSONAL PORTFOLIO
KUALA LUMPUR, MALAYSIA
SCROLL TO EXPLORE IDEAS · WORK · EXPERIMENTS
01

aiman ~ % cat about.md

ABOUT
about.md~/portfolio

// A NOTE FROM AIMAN

About Me.

AI & Technology Strategist specialising in financial-services technology, AI adoption, payments and regulated innovation. Based in Kuala Lumpur, Malaysia;
open to remote opportunities and relocation.

Recent notes:

My Professional Experience

EXPERIENCE & EDUCATION

  1. 01 / bermaz

    Bermaz Motor

    • IT Application Support Executive

  2. 02 / central-bank

    Central Bank of Malaysia

    • Application Analyst, Investment & Treasury

  3. 03 / imperial

    Imperial College London

    EDUCATION

    • MSc. Financial Technology (FinTech)

      Central Bank of Malaysia Postgraduate Scholarship Recipient
  4. 04 / central-bank

    Central Bank of Malaysia

    • Analyst, Financial Innovation and Development

  5. 05 / nethermind

    Nethermind

    • Digital Innovation Consultant (APAC)

02

aiman ~ % ls writing/ --latest

MEDIUM
writing / latestALL ARTICLES ↗

// FIELD NOTES

Thinking in public.

Experiments, decisions, and lessons from building with AI.

02

The Model Is Only Half the System

How I use routing, context discipline, and explicit controls to make an AI coding harness more dependable without pretending it can eliminate hallucinations.

Snapshot of The Model Is Only Half the System on Medium

Recent posts from @aimanismaill. Updated 06 Oct 2026.

03

aiman ~ % ls projects/

BUILDING