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Building AI Products From Scratch

Mikiko Bazeley

I show you how to build AI, ML , and data systems, platforms, and products.

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Substack
PricingOnly free issuesPublishesWeekly
Issues26Founded6 years agoLast Issue2 years ago
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Latest Issues

Data Labeling for Generative AI 101

Hey folks!

It’s been a while since I’ve published anything. For reasons (obvious and not) I’ve been heavily involved with thinking about, researching and developing data engines and flywheels for generative AI use cases at Labelbox.

Than...

2 years ago
8

Managing Drift & Data Quality

Hey folks!

Thanks for sticking with during this super high-level mini-series introducing data drift, data change management, and why data engines are important.

We’ve barely scratched the surface on these topics, especially as patterns...

2 years ago
6

All Models Fade - The Inevitability of Change

In the first part of this mini-series (kicked off by my guest post for the Substack inspired by Chad & Mark's new O'Reilly book on data contracts), I started listing high-level requirements that ML platforms need to meet with regards to da...

2 years ago

The Hard Part About Production ML Isn’t Getting Started...

Hey friends! It’s been a while since I last posted but life happened.

For one thing, I recently spent 3 weeks in India 🇮🇳 getting engaged 💍! (Feel free to check out my IG for some pics from the trip!)

Thanks for reading Building ML Pr...

2 years ago
9

The Race To Solve The Data-ML Divide: Designing The Next Data-Centric AI Platform That Can *Actually* Help Drive Value With Gen-AI

Gen-AI: Highlighting The Need For A Reconciliation Between Data & ML People

As many of my talk attendees1 and Substack readers know, for a long time I've felt uneasy about how decoupled the data layer has been from the modeling layer.

W...

3 years ago
7

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  • Mikiko Bazeley

    I help developers and organizations build high-performance AI and ML applications.

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