Caveminds Podcast

#26: Streamline Your AI: Deploy & Manage Hundreds of ML Models with Ease | Oscar Beijbom from Nyckel

March 27, 2024 Caveminds Season 1 Episode 26
#26: Streamline Your AI: Deploy & Manage Hundreds of ML Models with Ease | Oscar Beijbom from Nyckel
Caveminds Podcast
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Caveminds Podcast
#26: Streamline Your AI: Deploy & Manage Hundreds of ML Models with Ease | Oscar Beijbom from Nyckel
Mar 27, 2024 Season 1 Episode 26
Caveminds

wJoin us on Caveminds as we delve into the remarkable world of Nyckel with Oscar Beijbom, the co-founder, and a visionary in democratizing Machine Learning (ML). 

Discover the transformative journey from developing autonomous vehicle technology and pioneering CoralNet, to creating a platform that simplifies ML integration for various applications.

Learn how Nyckel is making advanced ML capabilities accessible to all, with a focus on image and text classification.

This episode explores the inception of Nyckel, its impact on making AI-powered classification user-friendly, and its mission to empower users with no ML expertise to train and deploy models effortlessly.

Tune in to uncover the insights from coral reefs to AI, the evolution of ML performance, and how Nyckel is paving the way for the future of AI accessibility.


IN THIS EPISODE

[00:32] Intro
[03:47] Oscar’s journey up to Nyckel
[06:08] Witnessing the big leap in performance
[08:17] Learnings from corals to classification
[10:41] Capitalizing and connecting ideas
[13:39] Leveraging the power of classification
[19:18] Generative AI vs. Discriminative AI
[22:45] Leveraging discriminative AI
[24:36] Multi-Class vs. Multi-Label classification
[28:25] Some unusual use cases
[30:27] ChatGPT is not everything
[34:40] Should you build your own LLM?
[38:45] Beating Google isn’t that hard
[43:53] The recipe to keep up with AI
[48:46] Be good at what you do, the rest will follow
[49:49] AI or IA?
[51:45] Missed business opportunities


LINKS & RESOURCES

https://nyckel.com/
linkedin.com/in/oscarbeijbom
oscar.beijbom@gmail.com

_____________

Tired of having the 30,000 ft view of AI without real application for your business?

We can get into the trenches with AI today and:
- Automate Repetitive Work and Scale
- Cut Out Human Error and Delays
- Save $100,000s in annual costs with AI

Claim a free Mini AI Audit or book an AI Automation Discovery Session with us:

https://www.caveminds.com/ai-automation
https://www.caveminds.com/ai-audit

_____________

Get the Exclusive Guide of this episode and all our previous ones, with full detail on the founder's strategies, mental models and frameworks, expert commentary, and much more benefits by joining our premium community at https://caveminds.com/membership.

_____________

Help us reach new founders by leaving us a rating and review on Apple Podcasts and Spotify!
It takes less than 30 seconds and really helps our show grow, which allows us to bring on even better guests for you all!
Thank you – we really appreciate it!

Follow us for more unique content on:

https://caveminds.beehiiv.com/
https://www.linkedin.com/company/caveminds/
https://twitter.com/caveminds
https://instagram.com/cavemindsai
https://www.youtube.com/@caveminds

Show Notes

wJoin us on Caveminds as we delve into the remarkable world of Nyckel with Oscar Beijbom, the co-founder, and a visionary in democratizing Machine Learning (ML). 

Discover the transformative journey from developing autonomous vehicle technology and pioneering CoralNet, to creating a platform that simplifies ML integration for various applications.

Learn how Nyckel is making advanced ML capabilities accessible to all, with a focus on image and text classification.

This episode explores the inception of Nyckel, its impact on making AI-powered classification user-friendly, and its mission to empower users with no ML expertise to train and deploy models effortlessly.

Tune in to uncover the insights from coral reefs to AI, the evolution of ML performance, and how Nyckel is paving the way for the future of AI accessibility.


IN THIS EPISODE

[00:32] Intro
[03:47] Oscar’s journey up to Nyckel
[06:08] Witnessing the big leap in performance
[08:17] Learnings from corals to classification
[10:41] Capitalizing and connecting ideas
[13:39] Leveraging the power of classification
[19:18] Generative AI vs. Discriminative AI
[22:45] Leveraging discriminative AI
[24:36] Multi-Class vs. Multi-Label classification
[28:25] Some unusual use cases
[30:27] ChatGPT is not everything
[34:40] Should you build your own LLM?
[38:45] Beating Google isn’t that hard
[43:53] The recipe to keep up with AI
[48:46] Be good at what you do, the rest will follow
[49:49] AI or IA?
[51:45] Missed business opportunities


LINKS & RESOURCES

https://nyckel.com/
linkedin.com/in/oscarbeijbom
oscar.beijbom@gmail.com

_____________

Tired of having the 30,000 ft view of AI without real application for your business?

We can get into the trenches with AI today and:
- Automate Repetitive Work and Scale
- Cut Out Human Error and Delays
- Save $100,000s in annual costs with AI

Claim a free Mini AI Audit or book an AI Automation Discovery Session with us:

https://www.caveminds.com/ai-automation
https://www.caveminds.com/ai-audit

_____________

Get the Exclusive Guide of this episode and all our previous ones, with full detail on the founder's strategies, mental models and frameworks, expert commentary, and much more benefits by joining our premium community at https://caveminds.com/membership.

_____________

Help us reach new founders by leaving us a rating and review on Apple Podcasts and Spotify!
It takes less than 30 seconds and really helps our show grow, which allows us to bring on even better guests for you all!
Thank you – we really appreciate it!

Follow us for more unique content on:

https://caveminds.beehiiv.com/
https://www.linkedin.com/company/caveminds/
https://twitter.com/caveminds
https://instagram.com/cavemindsai
https://www.youtube.com/@caveminds