Human-Centred Design
From Manual Approval to Automatic Booking: A Human-Centred Design Decision
How understanding commuter behaviour changed the Commute Matcher booking flow.
Read reflection →Insights
Documenting my journey through AI, technology, and human-centred design—one question at a time.
I am not an expert. I'm simply curious.
This is a space where I explore ideas that intrigue me, translate complex concepts into everyday language, and share what I'm learning as I go. Some days, I'll have insights. Other days, I'll have more questions than answers.
If you're curious too, pull up a chair. Let's learn together.
Topics I Am Exploring
Human-Centred AI
Exploring how artificial intelligence can support human decision-making, creativity, agency, and real-world problem solving.
Systems Thinking
Understanding how people, processes, data, services, and technology interact within complex systems.
Product Thinking
Reflecting on how ideas move from problems to requirements, decisions, designs, and deliverable solutions.
Published Reflections
Upcoming Reflections
Human Intelligence and AI in System Design
Exploring how human judgment and artificial intelligence might work together in designing better systems.
Building Trust in Peer-to-Peer Transportation
Thoughts on verification, safety, user confidence, and the challenge of designing trust into commuter platforms.
The Invitation
This page will evolve as I learn. Some ideas may begin as simple notes, while others may grow into articles, case studies, or research reflections. The goal is not perfection. The goal is curiosity, clarity, and continuous growth.