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The Age of AI Podcast
Aman Y. Agarwal
22 episodes
4 days ago
Machine learning is transforming industries. Learn from the foremost entrepreneurs and innovators around the planet building real-world AI applications for tangible business value (not research projects)! Hosted by Aman Y. Agarwal, the Founder and CEO of Sanpram Transnational Corp.
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Machine learning is transforming industries. Learn from the foremost entrepreneurs and innovators around the planet building real-world AI applications for tangible business value (not research projects)! Hosted by Aman Y. Agarwal, the Founder and CEO of Sanpram Transnational Corp.
Show more...
Business
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Using ML to Build Devices that Get Better On Their Own: Jon Linden, CEO of Ekkono AI
The Age of AI Podcast
52 minutes 47 seconds
4 years ago
Using ML to Build Devices that Get Better On Their Own: Jon Linden, CEO of Ekkono AI

Today we're talking about machine learning on the "edge" (i.e where devices collect their own data and learn from it themselves, without having to send data to the cloud or back-end for processing).

This is The Age of AI Series, where we talk to the foremost entrepreneurs and innovators around the planet using ML to transform industries.

My guest is Jon Lindén, CEO and Co-Founder of Ekkono AI, a software company at the very forefront of this space. They provide the software and tools needed to implement machine learning at the edge for connected devices, and they're already serving customers in a variety of industries.

In recent years, there's been a lot of buzzword-bingo about the  "Internet of Things" (IoT), with people making outlandish projections that everything from your toaster to your teacup will be connected to the internet by 2025.

Jon and I cut the buzzwords and get down to the actual facts —  explaining the actual IoT and edge-learning use cases we're seeing in  the market, what it really takes to build good applications, and how  quickly or slowly the landscape is changing:

  • 01:13 — Concrete examples of Ekkono's customers and what they're building
  • 03:23 — "Predictive maintenance": quick case study on heat exchangers and fluid handling
  • 09:41 — Where is the value in edge ML for industrial applications
  • 12:53 — Using edge ML for the consumer market: example of intelligent lawn mower
  • 16:28 — Purchasing and investment decisions around IoT: how the perception of "value" is changing
  • 18:02 — The technology of edge ML explained in simple words
  • 20:51 — What Ekkono provides to their customers and what they use it for
  • 25:22 — The building blocks of a modern IoT application, and how it works
  • 31:40 — Why the IoT space hasn't matured quickly enough: an unbiased perspective
  • 38:00 — "Every billable hour is a failure": helping buyers get started on their IoT journey, without having to become a services company, and dealing with competition
  • 43:16 — Investor sentiment towards IoT companies
  • 47:26 — Aman's summary of the episode
  • 49:48 — Jon's comments on Aman's summary

Here's the full episode link: https://sanpram.com/2021/10/17/edge-ml-ekkono/

The Age of AI Podcast
Machine learning is transforming industries. Learn from the foremost entrepreneurs and innovators around the planet building real-world AI applications for tangible business value (not research projects)! Hosted by Aman Y. Agarwal, the Founder and CEO of Sanpram Transnational Corp.