Writing & Field Notes

Essays and dispatches on building human-centred AI products, discovering new cultures, and the experiments powering my portfolio work.

MDX-ready — drop posts into content/posts soon.

Back to portfolio

Sep 10, 2025

Draft

Designing an AI coach for Japanese pronunciation

Notes from building Rally-Ho in Tokyo: linguistics research, prototyping in Swift, and how we measure learner improvement.

AIProductLanguage

Aug 12, 2025

Draft

What a nationwide medical device rollout taught me about service design

From QR-authenticated workflows to pharmacy ops — a behind-the-scenes look at shipping the Kuwaiti glucose monitor replacement system.

HealthcareOperationsCase Study

May 1, 2025

Draft

Reinforcement learning, empathy, and an airport that never sleeps

Lessons from my autonomous air traffic control thesis: modelling conflict resolution, keeping humans in the loop, and future research questions.

ResearchAISimulation