Pipeline Conversations

About Pipeline Conversations

Pipeline Conversations brings you interviews with platform engineers, ML practitioners, and technical leaders building production AI systems. We dig into the real challenges of MLOps and LLMOps: orchestrating complex workflows on Kubernetes, fine-tuning and evaluating models at scale, and shipping AI that actually works. From ZenML.

Publisher

ZenML GmbH

Category

technology

Language

en

Explicit

No

First episode

19 Nov 2021

Latest episode

15 Jan 2025

Latest episodes

34 episodes in the feed.

1. 

   15 Jan 2025

   Production LLM Security: Real-world Strategies from Industry Leaders 🔐

   Industry experts discuss real-world strategies for securing production large language models, including prompt injection prevention and multi-layered defenses, offering insights into building secure AI applications.

2. 

   13 Jan 2025

   Optimizing LLM Performance and Cost for LLMs in Production

   Industry experts discuss optimizing large language model performance and managing costs in production, sharing strategies for model selection, inference optimization, and infrastructure to maximize value from LLM deployments.

3. 

   15 Dec 2024

   The Evaluation Playbook: Making LLMs Production-Ready 🧪📈

   Industry experts discuss the evaluation and quality assurance of large language models, focusing on metrics, automation, and continuous improvement for reliable applications; this is an interview.

Who has been a guest on Pipeline Conversations

Names identified in recent episode analyses. Showing up to five guests.

• Daniel van Strien
• Lak Lakshmanan
• Charles Frye
• Goku Mohandas
• Eric Landau

Podcast Authority Score: 18 / 100

A composite of feed quality, social presence, YouTube performance and engagement. Read the methodology.

Quality

36

Social presence

0

YouTube

0

Engagement

0

Contact Pipeline Conversations

Guest appearances

Books guests

Based on episode analysis; this does not confirm that the show is currently accepting guests.