A MLOps framework for generating ML assets and metadata.

The goal of this project is Build and Tune the hyperparameters of a Sklearn model to predict the target using AWS SageMaker, Deploy the model as a Serverless Inference Endpoint and test it Run Batch Transform on the entire input dataset.

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

Advanced course on tools and practices aiming at designing, developing, deploying and maintain in production microservice architectures.

This is the repository of my study in MLOps Zoomcamp from DataTalksClub.

VirtuTA is an AI teaching assistant that delivers quick, accurate responses to student queries directly on Piazza. Powered by agentic workflows, Google Gemini, and Langchain, it automates both conceptual and logistical course queries.

Audio Dataset Generator and Labeler

🏕️ Reproducible development environment

Data version control with Makefile and DVC

GitHub action for installing kit CLI

AI book for everyone

Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations

Pybind11 bindings for Whisper.cpp

This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It addresses the basic implementation requirements as well as ways you can pack thousands of unique PyTorch deep learning (DL) models into a scalable architecture and evaluate performance at scale

This repo houses a ml model predicting flight fare deployed with aws sagemaker

A pseudo framework to lowcode ML workflows

Handbook for putting applications in the cloud referencing DS and ML paradigms.

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

A Production Tool for Embodied AI

It's a repository for my progression on the online zoomcamp's MLOps course.