Nobody should have to rewatch by Abrar ZamilNobody should have to rewatch by Abrar Zamil

Nobody should have to rewatch

Portfolio project
Abrar Zamil
Nobody should have to rewatch a 30-minute call to find out what they're supposed to do.
So I built Loom to Tasks. Paste in a meeting transcript and it pulls out the decisions, tasks (with owner and deadline) and blockers in seconds. Python + Gemini with structured outputs.
The rule I cared most about: it never guesses. If nobody said who owns a task, it writes "unknown" instead of inventing a name. Tested against hand-written answer keys and passed 67/67 checks.
Code's on GitHub: github.com/AbrarShuvo/loom-to-tasks
If your team lives in meetings, I can set this up for your workflow.

0 likes · 0 views · Nov 13, 2026

Nobody should have to rewatch a 30-minute call to find out what they're supposed to do. So I built Loom to Tasks. Paste in a meeting transcript and it pulls ...

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