---
title: "Solving Industrial Problems with Live Coding"
date: "2025-07-23T12:00:00+05:30"
categories:
- talks
- data
- llms
tags: []
description: "LLMs can turn messy industrial and IoT data into working analyses live, collapsing the gap between domain question, code, model, and decision."
talk_url: "https://talks.s-anand.net/2025-07-23-supply-chain-automl/"
---

I conducted a session on Wed, 23 Jul 2025 at [AWS Innovation Day — Manufacturing, Industrial and Supply Chain](https://pages.awscloud.com/aws-mfg-industrial-suppy-chain-innovation-day.html) - Singapore.

**Summary**: LLMs can turn messy industrial and IoT data into working analyses live, collapsing the gap between domain question, code, model, and decision.

[Here's the link to the session](https://talks.s-anand.net/2025-07-23-supply-chain-automl/)

**Links**:

- [Transcript](https://talks.s-anand.net/2025-07-23-supply-chain-automl/transcript.md)
- [Audio](https://talks.s-anand.net/2025-07-23-supply-chain-automl/audio.opus) (11 min)