Intermediate Lessons

Tips to Prevent Prompt Injection & Toxicity // Boris Selitser // MLOps Podcast #241 clip

Trusting Chaos Tools in Complex Systems // Benjamin Wilms // MLOps podcast #237 clip

Navigating the AI Frontier // Boris Selitser // MLOps Podcast #241

The Challenge of Establishing AI Quality Standards // Cody Peterson // MLOps podcast #234

Envisioning a New Era of AI Accessibility // Ryan Carson // MLOps Podcast #231 clip

Avoiding AI POC Purgatory // Sol Rashidi // MLOps podcast #227 clip

Data Guardrails and Alert Systems // Chad Sanderson // MLOps podcast #226 clip

Navigating the Emerging LLMOps Stack // Hien Luu // AI in Production Conference Lightning Talk

The Intersection of Graphs and Large Language Models // Anthony Alcaraz // AI in Production

Let's Build a Website in 10 minutes with GitHub Copilot // Bryant Son // AI in Production Conference

Mercado Libre Gateway: Challenges in GenAI Adoption and a Use Case // Lina Chaparro // AI in Prod

Open Standards Make MLOps Easier and Silos Harder // Cody Peterson // MLOps podcast #234

Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233

Productionizing AI: How to Think From the End // Annie Condon // AI in Production Conference

Opportunities and Challenges of Self-Hosting LLMs // Meryem Arik // AI in Production Conference

Building AI Products across Multiple Domains: Commonalities & Non-Commonalities // Dhruv Ghulati

From A Coding Startup to AI Development in the Enterprise // Ryan Carson // MLOps Podcast #231

AI Quality in Mo's Eyes // Mohamed Elgendy // MLOps Podcast #229 clip

AI Innovations: The Power of Feature Platforms // MLOps Mini Summit #6

FedML Nexus AI: Your Generative AI Platform at Scale // Salman Avestimehr // MLOps Podcast #230

What is AI Quality? // Mohamed Elgendy // MLOps Podcast #229

AI's Struggle with Abstraction in Analogies // Shane Morris // MLOps podcast #223 clip

The Mind Behind the AI Coding Assistant // Peter Guagenti // MLOps podcast #222 clip

Leading Enterprise Data Teams // Sol Rashidi // MLOps Podcast #227

The Changing Face of AI Engineering // Amritha Arun Babu & Abhik Choudhury // Podcast #221 clip

Building Conversational AI Agents with Voice // Michelle Chan // AI in Production Conference

Shipping LLMs: Buckle Up & Enjoy the Ride // Rex Harris // AI in Production Conference

The Rise of Modern Data Management // Chad Sanderson // MLOps Podcast #226

Lessons from Building LLM-based Social Media Products // Faizaan Charania // AI in Production

Innovative Gen AI Applications: Beyond Text // MLOps Mini Summit #5

Enabling Efficient Trillion Parameter Scale Training for Deep Learning Models // Tunji Ruwase

Graphs and Language // Louis Guitton // AI in Production Lightning Talk

Seeing Like a Language Model // Linus Lee // AI in Production Conference Full Talk

From MVP to Production // Day 2 Panel 2 // AI in Production Conference

RagSys: RAG is just RecSys in Disguise // Chang She // AI in Production Lightning Talk

Building a Python-Centric Feature Platform to Power Production AI Applications // Matt Bleifer

Data Engineering in the Federal Sector // Shane Morris // MLOps podcast #223

The State of Production Machine Learning in 2024 // Alejandro Saucedo // AI in Production

From Research to Production: Fine-Tuning & Aligning LLMs // Philipp Schmid // AI in Production

Navigating via Retrieval Evaluation to Demystify LLM Wonderland // Atita Arora // AI in Production

Charting LLMOps Odyssey // Yinxi Zhang @ Databricks // AI in Production Talk

Considerations of Data Quality // Anu Arora and Anass Bensrhir // MLOps podcast #216 clip

From Chatbot Creation to Ingestion Pipelines // Alex Volkov // MLOps Podcast #215 clip

What Business Stakeholders Want to See from the ML Teams // Peter Guagenti // MLOps Podcast #222

Building the Next Generation of Reliable AI // Shreya Rajpal // AI in Production Keynote

Getting 50 people to comment on my shirt at Kubecon

Kubecon Shirt Compliment Challenge

Security and Privacy // Day 2 Panel 1 // AI in Production Conference