Live community events

Tailor Your CV for AI Engineering Roles

In this workshop we take a CV that's not focused on AI engineering roles and make it more relevant. We build a pipeline where: a renderer turns YAML into Harvard-style CVs we take my CV (focused on …

LLM Zoomcamp 2026 office hours — Session 4

Build an Agent Evaluation Framework with OpenAI Batch and Flex

We take the FAQ agent from the first deployment workshop and build an evaluation framework around it. We leave the agent unchanged, so all the new work goes into the surrounding pipeline. That pipeli…

Saving Money on API Calls with Batch and Flex Processing

API costs get expensive fast when you run many model calls. In this workshop we'll look at where you can deliberately trade latency for lower cost, especially for evaluations where results usually do…

July 2026 Community Sprint — Start Call

LLM Zoomcamp 2026 office hours — Session 3

Selecting a Portfolio Project: How to Choose What to Build and Start

​For many learners, the hardest part of a portfolio or capstone project is not the implementation. It is choosing what to build. ​People often postpone the decision because they want a better idea. T…

Selecting a Portfolio Project: How to Choose What to Build

Picking a portfolio project is where most people stall. There are too many options, and the default move is to grab a technology you want to learn and bolt a demo onto it. That produces a buzzword de…

LLM Zoomcamp 2026 office hours — Session 2

Exploring Vercel: What It Is and How to Deploy

A hands-on session to understand Vercel end to end: what it is, what it gives you, and how to actually ship to it. What we'll explore: - What Vercel is and where it fits (hosting, serverless / edge f…

Build and Deploy an FAQ Agent with Vercel AI SDK and Gateway

We take the FAQ agent from the earlier deployment workshops and ship it on Vercel. The same agent answers Data Engineering Zoomcamp questions. Now a Next.js app serves the UI and a serverless functio…

Exploring Cloudflare Vectorize and Workers

In the last workshop, Cloudflare Vectorize and Cloudflare Workers came up as one of the items worth a closer look. In this 2-hour hands-on session we figure out how to actually use them together. Wha…

Deploy an FAQ Agent with Cloudflare Workers and Vectorize

We take the FAQ agent from the earlier deployment workshops and move the whole online path to Cloudflare. The Worker serves the UI and API, Workers AI embeds the query and generates the answer, and V…

LLM Zoomcamp 2026 office hours — Session 1

Recording: https://www.youtube.com/watch?v=16EUIZQTiAo Notes: https://docs.google.com/document/d/1rn_2B6UdOVSQH8rHOpMyajhXeFtIcwFDgo9d9QsqDyU/edit?tab=t.0

Add a Vector Database to Your FastAPI AI App

In the previous workshop, we focused on turning an AI agent or RAG-style prototype into a structured FastAPI backend. We covered the backend setup, API structure, configuration, and the foundation fo…

Deploying Vector Search with SQLite

We take the FAQ agent from the End-to-End Agent Deployment workshop and change how it finds answers. That agent searched the FAQ with minsearch, an in-memory keyword index rebuilt from scratch on eve…

Freestyle workshop

We will come up with a topic and implement it

Serving Open Models with vLLM on RunPod

Serving an open-source model yourself means renting a GPU and running an inference server on it. In this workshop we take a quantized DeepSeek model and rent a GPU by the hour on RunPod. We serve it …

Solving a Real AI Engineer Take-Home Assignment Live

We solve a real AI engineer take-home assignment live. The product is a small investment coaching bot that answers public-company research questions without crossing into personalized financial advic…

Deploying an Agent to AWS Lambda

We start from the FastAPI service we deployed to Railway in the previous workshop. We strip out FastAPI and swap it for a custom AWS Lambda runtime. The runtime handles both the static frontend and t…