Unifying All The ML Platforms with Rosa Català
Building Reddit5 Helmi 2024

Unifying All The ML Platforms with Rosa Català

Machine Learning plays a role in most every computer application in use these days. Beneath the shine of generative AI applications, there’s a whole other side to ML that includes the tools and infrastructure that allow it to handle Reddit-scale traffic. Taking something as complex as the machine learning lifecycle and scaling it to tens or hundreds of thousands of requests per second is no easy feat.

Rosa Català is the Senior Director of ML Content & Platform at Reddit. She has driven the design and implementation of a Unified Machine Learning platform that powers everything from feed recommendations to spam detection. In this episode, she explains how the platform was developed at Reddit, how ML is being used to improve Reddit for users, and her vision for where ML is going next.

Check out all the open positions at Reddit on our careers site: https://www.redditinc.com/careers

Join the conversation at: https://www.reddit.com/r/redditEng

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(20)

Working@Reddit: Principal Engineer with Jason Harvey

Working@Reddit: Principal Engineer with Jason Harvey

Reddit’s infrastructure hasn’t always been as reliable as it is today. And Principal Software Engineer, Jason Harvey, is one of the main people responsible for the progress and improvements that took ...

5 Syys 20231h 5min

Interns & New Grads @ Reddit

Interns & New Grads @ Reddit

This is part 2 of a 2-part series on Emerging Talent at Reddit. Employees are the lifeblood of any company. And it’s important that the pipeline of new people joining is kept fresh and vibrant as the ...

27 Heinä 20231h 27min

Emerging Talent @ Reddit

Emerging Talent @ Reddit

This is part 1 of a 2-part series on Emerging Talent at Reddit. Employees are the lifeblood of any company. And it’s important that the pipeline of new people joining is kept fresh and vibrant as the ...

27 Heinä 202334min

Experimenting With Experimentation with Matt Knox

Experimenting With Experimentation with Matt Knox

Experimentation might not be the first thing you think about in software development, but it’s been absolutely essential to the creation of high-performance software in the modern era. At Reddit, we u...

4 Heinä 202350min

Responding To A Security Incident with Chad Anderson

Responding To A Security Incident with Chad Anderson

Information Security is one of the most important things to most software companies. Their product is literally the ones and zeroes that create digital dreams. Ensuring that the code and data associat...

6 Kesä 202320min

Working@Reddit: Head of Media & Entertainment

Working@Reddit: Head of Media & Entertainment

There’s a lot that goes into how brands partner with Reddit for advertising. The combination of technology and relationships bring about ad campaigns for shows such as Rings of Power and avatar collab...

2 Touko 202331min

Collecting Collectible Avatars

Collecting Collectible Avatars

In July of 2022, Reddit launched something a little different. They supercharged the Avatar Builder, connected it to a decentralized blockchain network, and rallied creators from around Reddit to desi...

4 Huhti 20231h 3min

Working@Reddit: Chris Slowe CTO

Working@Reddit: Chris Slowe CTO

Many Reddit employees have been with the company for a long time, but few as long as Reddit’s Chief Technology Officer, Chris Slowe. Chris joined Reddit in 2005 as our founding engineer. And though he...

8 Maalis 202335min