ZenML
ZenML Projects

A home for machine learning projects built using ZenML and various integrations

Browse our projects for everything you need to replicate a production-grade use case — demo, video, blog, and code.

BankSubscription Predictor

BankSubscription Predictor

Predict bank clients most likely to subscribe to term deposits using machine learning.

Apache - 2.0 License

Setup time: 5-10 mins

Credit Scorer: EU AI Act Compliant MLOps

Credit Scorer: EU AI Act Compliant MLOps

An end-to-end credit scoring workflow that automatically generates the technical evidence required by the EU AI Act.

Apache - 2.0 License

Setup time: 5-10 mins

EuroRate Predictor

EuroRate Predictor

Turn European Central Bank data into actionable interest rate forecasts with this comprehensive MLOps solution.

Apache - 2.0 License

Setup time: 5-10 mins

FloraCast

FloraCast

A production-ready MLOps pipeline for time series forecasting using ZenML and Darts, featuring TFT-based training and scheduled batch inference.

Apache - 2.0 License

Setup time: 5-10 mins

GameSense: The LLM That Understands Gamers

GameSense: The LLM That Understands Gamers

Elevate your gaming platform with an AI that translates player language into actionable data. A model that understands gaming terminology, extracts key attributes, and structures conversations for intelligent recommendations and support.

Apache - 2.0 License

Setup time: 5-10 mins

Magic Photobooth

Magic Photobooth

A personalized AI image generation product that can create your avatars from a selfie.

Apache - 2.0 License

Setup time: 5-10 mins

NightWatch: AI Database Summaries While You Sleep

NightWatch: AI Database Summaries While You Sleep

Wake up to AI-generated insights from your Supabase database every morning. This ZenML pipeline uses OpenAI's GPT-4 to analyze yesterday's database activity, compare it to historical trends, and deliver concise summaries directly to your Slack channels.

Apache - 2.0 License

Setup time: 5-10 mins

OmniReader

OmniReader

A scalable multi-model OCR workflow framework for batch document processing and model evaluation.

Apache - 2.0 License

Setup time: 5-10 mins

OncoClear

OncoClear

A production-ready MLOps pipeline for accurate breast cancer classification using machine learning.

Apache - 2.0 License

Setup time: 5-10 mins

QualityFlow

QualityFlow

AI-powered automated test generation and coverage analysis pipeline built with ZenML and LLMs.

Apache - 2.0 License

Setup time: 5-10 mins

Research Radar

Research Radar

End-to-end pipeline that automates research paper discovery and classification for specialized research domains.

Apache - 2.0 License

Setup time: 5-10 mins

Retail Forecast

Retail Forecast

A robust MLOps pipeline for retail sales forecasting designed for retail data scientists and ML engineers.

Apache - 2.0 License

Setup time: 5-10 mins

Sign Language Detection with YOLOv5

Sign Language Detection with YOLOv5

End-to-end computer vision pipeline that trains a YOLOv5 model to detect and recognize American Sign Language alphabet in real-time images, with deployment to Vertex AI.

Apache - 2.0 License

Setup time: 5-10 mins

ZenCoder: Your Own MLOps Engineer

ZenCoder: Your Own MLOps Engineer

Transform your ML workflow with an AI assistant that actually understands ZenML. This project fine-tunes open-source LLMs to generate production-ready MLOps pipelines.

Apache - 2.0 License

Setup time: 5-10 mins

ZenML Codespace Tutorial

ZenML Codespace Tutorial

Interactive VS Code extension that provides hands-on ZenML pipeline tutorials directly in your development environment

Apache - 2.0 License

Setup time: 5-10 mins

ZenML Support Agent

ZenML Support Agent

A production-ready agent that can help you with your ZenML questions.

Apache - 2.0 License

Setup time: 5-10 mins

Unify Your ML and LLM Workflows

Free, powerful MLOps open source foundation
Works with any infrastructure
Upgrade to managed Pro features