Machine learning / 2026 / Runs natively
Jarvis Wake
Always-on desktop assistant listening for a wake phrase, then routing the spoken task straight into Gemini.
01
The problem
Voice assistants require a click before they can hear you.
02
How I approached it
A continuous listener watches for the wake phrase and handles both patterns, wake word and task spoken together, or the task arriving as follow-up speech.
03
The outcome
Hands-free task dispatch from anywhere on the desktop.
Related work
Captures whatever is on screen, asks Gemini to solve it, then types the answer into the app you're focused on.
A resume analyser that reads a CV the way an applicant tracking system does, scores each bullet on Google's X-Y-Z formula, and measures coverage of a pasted job description with BM25 term weights.
A 26 KB neural network running entirely in a browser tab. Draw a digit, it classifies on device, and the page reports which execution provider it actually got and what the inference cost.