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ASM-005

Allsermon

Speech in. Structure out.

Role
Sole engineer
Stack
Django · React Native · Expo · Next.js · PostgreSQL
pipeline
Real-timepipeline
clients
Mobile + webclients

The problem

People take notes during teachings and lose the thread. The useful artefact — a summary, the action points, a timeline — only exists afterwards, if at all.

The approach

Record, and get structure back in real time: full transcript, running summary, action points, timeline. Real-time rather than batch is the entire engineering problem — the pipeline has to stay ahead of a speaker who never pauses.

What I owned

Audio ingestion and the processing pipeline, the API, and both clients. Django and PostgreSQL on the server, React Native and Expo on mobile, Next.js on web.