Pipeline Conversations
Activity Overview
Episode publication activity over the past year
Episodes
Production LLM Security: Real-world Strategies from Industry Leaders 🔐
15 Jan 2025
Contributed by Lukas
Learn how leading companies like Dropbox, NVIDIA, and Slack tackle LLM security in production. This comprehensive guide covers practical strategies fo...
Optimizing LLM Performance and Cost for LLMs in Production
13 Jan 2025
Contributed by Lukas
In this episode, we dive deep into the world of LLM optimization and cost management - a critical challenge facing AI teams today. Join us as we explo...
The Evaluation Playbook: Making LLMs Production-Ready 🧪📈
15 Dec 2024
Contributed by Lukas
A comprehensive exploration of real-world lessons in LLM evaluation and quality assurance, examining how industry leaders tackle the challenges of ass...
Prompt Engineering & Management in Production: Practical Lessons from the LLMOps Database
11 Dec 2024
Contributed by Lukas
Prompt engineering is the art and science of crafting instructions that unlock the potential of large language models (LLMs). It's a critical skil...
LLM Agents in Production: Architectures, Challenges, and Best Practices
09 Dec 2024
Contributed by Lukas
An in-depth exploration of LLM agents in production environments, covering key architectures, practical challenges, and best practices. Drawing from r...
Building Advanced Search, Retrieval, and Recommendation Systems with LLMs
06 Dec 2024
Contributed by Lukas
Discover how embeddings power modern search and recommendation systems with LLMs, using case studies from the LLMOps Database. From RAG systems to per...
Building LLM Applications that Know What They're Talking About 🔓🧠
03 Dec 2024
Contributed by Lukas
Explore real-world applications of Retrieval Augmented Generation (RAG) through case studies from leading companies. Learn how RAG enhances LLM applic...
Demystifying LLMOps: A Practical Database of Real-World Generative AI Implementations
02 Dec 2024
Contributed by Lukas
The LLMOps Database offers a curated collection of 300+ real-world generative AI implementations, providing technical teams with practical insights in...
ML at the British Library with Daniel van Strien
10 Nov 2022
Contributed by Lukas
This week I spoke with Daniel van Strien, a digital curator working at the British Library. Daniel has worked on a number of projects at the intersect...
Questioning MLOps with Lak Lakshmanan
27 Oct 2022
Contributed by Lukas
This week I spoke with Lak Lakhshmanan, who worked for years at Google on ML and AI projects and products at a senior level and he also brings years o...
The Full Stack with Charles Frye
12 Oct 2022
Contributed by Lukas
This week I spoke with Charles Frye. Not only has Charles volunteered to be a judge on our Month of MLOps competition happening right now, he's pa...
Educating the next generation with Goku Mohandas
29 Sep 2022
Contributed by Lukas
In today's conversation, I'm speaking with Goku Mohandas, founder and creator of the amazing online resource MadeWithML. Goku has a bunch of p...
ZenML MLOps Competition
26 Sep 2022
Contributed by Lukas
So excited to be able to announce our 🔥 AMAZING 🔥 external judges for the ZenML Month of MLOps competition! We have a stellar panel of ✨ ML an...
Data-centric Computer Vision with Eric Landau
15 Sep 2022
Contributed by Lukas
This week I spoke with Eric Landau, co-founder of Encord, a platform for data-centric computer vision. This podcast contains a lot of geekery about an...
ML Abstractions with Phil Howes
05 Sep 2022
Contributed by Lukas
This week we dive into the abstractions that we're all trying to layer on top of the core ML processes and workflows. I spoke with Phil Howes, co-...
Building MLOps Tools with Outerbounds
22 Aug 2022
Contributed by Lukas
This week I spoke with Savin Goyal and Hugo Bowne-Anderson from Outerbounds. They both work on leading, building and helping people put models into pr...
Safe and Testable Computer Vision with Lakera
04 Aug 2022
Contributed by Lukas
This week I spoke with Mateo Rojas-Carulla, the CTO and a co-founder of Lakera and Matthias Kraft, also a co-founder and the CPO there. Lakera is an A...
Satellite Vision with Robin Cole
28 Jul 2022
Contributed by Lukas
This week I spoke with Robin Cole, a senior data scientist at Satellite Vu, a company that's about to launch a thermal imaging satellite into spac...
Autonomous Shipping with Captain AI
21 Jul 2022
Contributed by Lukas
This week on the podcast I spoke with Gerard Kruisheer, the CTO and co-founder of Captain AI, a company based in the Netherlands working on autonomous...
ML Monitoring with Emeli Dral
07 Jul 2022
Contributed by Lukas
I'll be having some conversations with the people behind the tools that ZenML offers as integrations. We spoke with Ben Wilson a few weeks back, a...
Edge Computer Vision with Karthik Kannan
30 Jun 2022
Contributed by Lukas
This week I spoke with Karthik Kannan, cofounder and CTO of Envision, a company that builds on top of the Google Glass and using Augmented Reality fea...
Humans in the Loop with Iva Gumnishka
23 Jun 2022
Contributed by Lukas
In this episode, I'm really happy to be able to continue the dialogue we've been having with our users and community around the role of data a...
ML Engineering with Ben Wilson
08 Jun 2022
Contributed by Lukas
We took a few weeks break to reach out to some new guests and so I think we can go so far as declaring this next series of episodes as season 2 of Pip...
ZenML Recap with Adam and Hamza
28 Apr 2022
Contributed by Lukas
Adam and Hamza return for a short discussion of what we've been busy working on during the previous few months, where we're going with ZenML a...
Trustworthy ML with Kush Varshney
14 Apr 2022
Contributed by Lukas
I enthusiastically read Kush Varshney's book when it was released for free to the world several months back. Trustworthy Machine Learning is a con...
Open-Source MLOps with Matt Squire
31 Mar 2022
Contributed by Lukas
This week I spoke with Matt Squire, the CTO and co-founder of Fuzzy Labs, where they help partner organisations think through how best to productionis...
Practical Production ML with Emmanuel Ameisen
17 Mar 2022
Contributed by Lukas
This week I spoke with Emmanuel Ameisen, a data scientist and ML engineer currently based at Stripe. Emmanuel also wrote an excellent O'Reilly boo...
From Academia to Industry with Johnny Greco
03 Mar 2022
Contributed by Lukas
This week I spoke with Johnny Greco, a data scientist working at Radiology Partners. Johnny transitioned into his current work from a career as an aca...
The Modern Data Stack with Tristan Zajonc
10 Feb 2022
Contributed by Lukas
This week I spoke with Tristan Zajonc, the CEO and cofounder of Continual, a company that provides an AI layer for enterprise companies or, as we'...
Neurosymbolic AI with Mohan Mahadevan
27 Jan 2022
Contributed by Lukas
Our guest this week was Mohan Mahadevan, a senior VP at Onfido, a machine-learning powered identity verification platform. He has previously worked at...
Creating Tools that Spark Joy with Ines Montani
13 Jan 2022
Contributed by Lukas
Our guest this week is Ines Montani, co-founder and CEO of Explosion, a company based out of Berlin that produce tools that you probably know and love...
Monitoring Your Way to ML Production Nirvana with Danny Leybzon
16 Dec 2021
Contributed by Lukas
This week, we spoke with Danny Leybzon, currently working with WhyLabs to help data scientists monitor their models in production and prevent model pe...
Practical MLOps with Noah Gift
02 Dec 2021
Contributed by Lukas
Noah Gift is the founder of Pragmatic A.I. Labs and author of 'Practical MLOps'. We discuss the role of MLOps in an organisation, some deploym...
Introducing ZenML
19 Nov 2021
Contributed by Lukas
Adam and Hamza introduce themselves for the first episode of Pipeline Conversations. They discuss the world of MLOps, where ZenML sits within this spa...