Project / Case Study · AI App · Voice Assistant · 2026
Glitch
Your personal voice AI.
Single-user, private voice assistant with an encrypted session. Talk to it like you'd talk to a friend who happens to be a research team.
- React
- FastAPI
- Web Speech API
- Claude / GPT
- MongoDB
- Emergent
The Problem
The mainstream AI assistants are optimized for the mainstream. They handle everyone's data, they moderate for the median user, and they can't be shaped around one person's voice, memory, and workflow.
What I Built
Glitch is single-user by design. Encrypted sessions, no multi-tenant middle layer, and a voice-first interface built for the kind of conversation you'd have with a smart assistant who actually knows you.
How It Works
- Single-user architecture — your session is yours, not shared
- Voice-first — talk and listen instead of typing
- Encrypted session storage
- Email + Google sign-in
Tech / AI
ReactFastAPIWeb Speech APIClaude / GPTMongoDBEmergent
The Outcome
A private voice assistant that lives outside the mainstream AI moderation pipeline — for anyone who wants a personal AI that actually feels personal.