Desktop / Audio
Whisper Studio
Speech to text: transcripts and subtitles from audio and video, processed on the device.
03 · SHIP
AI Systems
Whisper, ML, and agent workflows folded into tools people already open — not a chatbot bolted on the side.
AI is useful when it disappears into the job: inside tools people already open, running locally when it can. I integrate models into the product, then I hide the machinery.
Process
- 01Pick the smallest model that solves the job
- 02Wrap it in a calm, obvious interface
- 03Keep inference local when possible
- 04Test on real files, not demos
Related work
Products
Desktop / Developer Tools
TechXcelerate Editor
A coding assistant that reads the open project and runs its tests, using your own provider key.
Desktop / Browser
NTXM Browser Mini
A real browser that automation tools and scripts control over a local HTTP API.
From the journal
Oct 8, 2026
TechXcelerate Editor: Code, Terminal and Practice in One Window
Why TechXcelerate Editor puts the editor, a real terminal, a workspace-aware assistant, an automation API and coding practice in one desktop app.
Oct 8, 2026
Whisper Studio: Speech to Text Without the Setup
Whisper speech models are accurate but hard to run. Whisper Studio turns them into a desktop app: pick a file, pick a model, export SRT or TXT.