Startup

AMI Neuroworks: AI companion for elderly users

A voice-driven AI companion for elderly users, deployed across 9 eldercare centres in Singapore to 1,000+ users in closed beta.

Context
AMI Neuroworks
Kind
Startup
Role
Co-founder and Software Engineer
Period
Jan – Dec 2025
Stack
  • Unity
  • C#
  • Azure OpenAI
  • Azure Speech
Elderly users
1,000+
Eldercare centres
9
Incubation funding
S$150k+
TODO: AMI Neuroworks image (none in the portfolio doc yet)

The problem

Cognitive decline and loneliness in the elderly. We set out to build research-backed solutions as a student deep-tech startup.

What I built

As co-founder, I led technical and product direction. I built a demo-ready, multi-platform Unity (C#) MVP using Azure OpenAI and Azure Speech (STT/TTS), debugged latency and audio-state issues, and iterated on the UX from live testing feedback.

Result

Piloted at Tianjin Perennial Hospital, then deployed across 9 eldercare centres in Singapore to 1,000+ elderly users in closed beta. We observed improvements in short-term memory, socialisation and speech fluency.

We secured over S$150k in incubation funding, and were featured at the National Library Board’s SG60 Heart&Soul and Pages & Pixels showcases.

What I learned

TODO: What I learned on AMI Neuroworks (not in the build plan yet).