Standardized Serverless ML Inference Platform on Kubernetes

• UpdatedMar 17, 2025
• Python

Hopsworks - Data-Intensive AI platform with a Feature Store

• UpdatedFeb 10, 2025
• Java

🪐 1-click Kubeflow using ArgoCD

• UpdatedAug 8, 2024
• Shell

Carbon Limiting Auto Tuning for Kubernetes

• UpdatedNov 11, 2024
• Go

AWS SageMaker, SeldonCore, KServe, Kubeflow & MLflow, VectorDB

• UpdatedMar 25, 2024
• Jupyter Notebook

My repo for the Machine Learning Engineering bootcamp 2022 by DataTalks.Club

• UpdatedAug 8, 2023
• Jupyter Notebook

The Machine Learning Zoomcamp teaches foundational and advanced ML concepts using tools like NumPy, Pandas, Scikit-Learn, TensorFlow, XGBoost, Flask, Docker, AWS, Kubernetes, and KServe. It covers regression, classification, evaluation metrics, neural networks, deployment strategies, and end-to-end projects to bridge theory and practice.

• UpdatedJan 23, 2025
• Jupyter Notebook

Collection of bet practices, reference architectures, examples, and utilities for foundation model development and deployment on AWS.

• UpdatedNov 30, 2024
• HCL

Deploying machine learning model using 10+ different deployment tools

• UpdatedMay 30, 2022
• Python

Client/Server system to perform distributed inference on high load systems.

• UpdatedJan 23, 2023
• C++

Hands-on labs on deploying machine learning models with tf-serving and KServe

• UpdatedDec 2, 2023
• Jupyter Notebook

A demo to accompany our blogpost "Scalable Machine Learning with Kafka Streams and KServe"

• UpdatedJun 3, 2022
• Java

Everything to get industrial kubeflow applications running in production

• UpdatedJul 23, 2024

TeiaCareInferenceClient is a C++ inference client library that implements KServe protocol.

• UpdatedOct 2, 2024
• C

Kubeflow examples - Notebooks, Pipelines, Models, Model tuning and more

• UpdatedFeb 20, 2025
• Jupyter Notebook

KServe TrustyAI explainer

• UpdatedAug 28, 2024
• Java

A scalable RAG-based Wikipedia Chat Assistant that leverages the Llama-2-7b-chat LLM, inferenced using KServe

• UpdatedJul 25, 2024
• Python

작업 과정에서 공부한 내역들 정리

• UpdatedOct 7, 2024
• Python

KServe Inference Graph Example

• UpdatedNov 17, 2023
• Python

AWS EKS + IRSA, Volumes, ISTIO & KServe+ NextJS App + Fastapi Serve + kubernetes + Helm charts + Multimodel or LLM-Deployment The School of AI EMLO-V4 course assignmenthttps://theschoolof.ai/#programs

• UpdatedJan 26, 2025
• Python