Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with ml-engineering

A curated list of projects in awesome lists tagged with ml-engineering .

https://github.com/tensorzero/tensorzero

TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation.

ai ai-engineering anthropic artificial-intelligence deep-learning genai generative-ai gpt large-language-models llama llm llmops llms machine-learning ml ml-engineering mlops openai python rust

Last synced: 16 Jan 2026

https://github.com/bentoml/bentoml

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

ai-inference deep-learning generative-ai inference-platform llm llm-inference llm-serving llmops machine-learning ml-engineering mlops model-inference-service model-serving multimodal python

Last synced: 06 Mar 2026

https://github.com/bentoml/BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and much more!

ai-inference deep-learning generative-ai inference-platform llm llm-inference llm-serving llmops machine-learning ml-engineering mlops model-inference-service model-serving multimodal python

Last synced: 12 Mar 2025

https://github.com/business-science/ai-data-science-team

An AI-powered data science team of agents to help you perform common data science tasks 10X faster.

agents ai ai-engineer ai-engineering copilot data-science data-scientist generative-ai gpt machine-learning ml-engineer ml-engineering openai

Last synced: 15 May 2025

https://github.com/zenithclown/ai-ml-project-template

A "production-ready" simple project template to quickly start an Artificial Intelligence (AI), Machine Learning (ML) and/or Data Science (DS) project with basic files, branches and directory structure.

deep-learning jupyter-notebook keras ml-engineering ml-platform ml-production ml-project ml-roadmap mlops template tensorflow

Last synced: 13 Aug 2025

https://github.com/lfunderburk/fuel-electric-hybrid-vehicle-ml

Vehicle data classification (supervised, unsupervised learning)

consumer-insights data-pipeline ml-engineering ml-ops sustainability-analysis

Last synced: 26 Feb 2026

https://github.com/jesussantana/deeplearning.ai-introduction-to-machine-learning-in-production

In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the process for developing, deploying, and continuously improving a productionized ML application.

machine-learning ml-deployment ml-engineering ml-lifecycle mlops

Last synced: 29 Oct 2025

https://github.com/Nikolay-Lysenko/servifier

An easy-to-use tool for making web service with API from your own Python functions.

api-maker apify ml-engineering model-to-production web-service

Last synced: 30 Apr 2025

https://github.com/knap-ai/knapsack

Fast, private data connectors for AI ⚡️🤖

artificial-intelligence data-engineering ml-engineering

Last synced: 07 Feb 2026

https://github.com/davidhaas6/distributed-task-server

A task queue enabling websites to serve ML models -- with RabbitMQ, Celery, all the good stuff.

celery fastapi ml-engineering rabbitmq

Last synced: 07 May 2026

https://github.com/d-kleine/az_ml-engineering

ML Engineering with MS Azure

automl azure hyperdrive ml-engineering mlops

Last synced: 11 May 2026

https://github.com/md-emon-hasan/bentoml

BentoML is a high-performance model serving framework it provides various scripts and configurations to help streamline and deployment process.

ai bentoml data-science ml-engineering mlops model-deployment model-serving

Last synced: 12 Jun 2026

https://github.com/softwaresalt/csv-managed

csv-managed is a Rust command-line utility for high‑performance exploration and transformation of CSV data at scale, emphasizing streaming, typed operations, and reproducible workflows via schema and index files.

big-data cli-app data-cleansing data-engineering data-standardization data-transformation data-wrangling high-performance ml-engineering

Last synced: 12 Dec 2025

https://github.com/md-emon-hasan/circleci-demo

Demonstrate the key features and benefits of using CircleCI for continuous integration and continuous deployment (CI/CD).

ci ci-cd cicd circleci ml-engineering version-control version-control-system

Last synced: 20 Sep 2025

https://github.com/emmanuelezenwere/erpager

Machine Learning NLP Web Application to Extract, Transform and Load (ETL) Twitter Messages into an SQL database and classify messages into response categories for First Responders, Disaster Response Organisations and Emergency Response Personnels during Disasters.

css etl-pipeline flask heroku html javascript ml-engineering ml-pipeline nlp pandas python sklearn software-engineering web-application

Last synced: 09 Apr 2026

https://github.com/aisingapore/bmad-aisg-aiml

BMAD AI/ML Engineering Expansion Pack - Streamlined framework for AI Singapore programs (MVP, POC, SIP, LADP) with specialized agents, workflows, and templates for ML/LLM development

ai-ethics ai-singapore aiml bmad bmad-method data-science llm machine-learning ml-engineering mlops rag

Last synced: 30 Aug 2025

https://github.com/thilinasatoru/kids_care_ai

Kids Care AI IOT Device - RaspberryPi USB Mic voice detection and Picamera fall detection.

ai audio-processing kids-careful ml-engineering picamera2 python raspberry-pi video-processing

Last synced: 19 Jan 2026

https://github.com/ranitmanik/dermadetectai

DermaDetectAI is a Flask app for detecting skin diseases using deep learning. Developed by Ranit Manik and team, it includes models for identifying 5, 10, and 23 skin conditions, and supports NVIDIA GPU acceleration. The models are trained with PyTorch.

cuda-toolkit flask gpu-acceleration machine-learning ml ml-engineering nvdia pytorch skin-detection

Last synced: 14 Apr 2026

https://github.com/r4stin/translation-rag-service

Lightweight FastAPI service implementing a Retrieval-Augmented Generation (RAG) pipeline for translation prompts, with SQLite persistence and heuristic stammering detection.

api-backend docker fastapi machine-translation ml-engineering rag retrieval-augmented-generation sqlite tf-idf

Last synced: 14 Apr 2026

https://github.com/poeticinspiired/llm_data_pipeline

A scalable data pipeline for collecting, cleaning, and curating datasets for training small-scale language models, with a focus on legal text.

data-pipeline jupyter-notebook llm ml-engineering python

Last synced: 15 May 2026

https://github.com/saniyaacharya04/ai-job-dashboard

AI-powered job search platform with semantic search (FAISS), resume parsing, web scraping, Streamlit dashboard, FastAPI backend, Celery pipelines, Docker microservices, and CI/CD.

api celery docker etl-pipeline faiss fastapi job-matching machine-learning ml-engineering nlp playwright postgres python redis resume-parser semantic-search sql streamlit web-scraping

Last synced: 10 Apr 2026

https://github.com/arjunraj79/custom_nids_with_ml

A simple Python script to check the strength of a password based on length, the inclusion of numbers, special characters, and upper/lower case letters.

datapreprocessing dos-attack feature-extraction intrusion-detection malware-analysis malware-detection ml-engineering modeltraining networktrafficanalysis portscanning realtime-detection virtualbox

Last synced: 14 Mar 2025

https://github.com/ndleah/disaster-response

⛰️ machine learning pipeline for disaster alert

databases etl-pipeline flask-sqlalchemy machine-learning ml-engineering ml-pipeline

Last synced: 15 Apr 2026

https://github.com/aiflowml/hyperparams

HyperParams: A Decentralized Framework for AI Agent Assessment and Certification

agent agents evaluation evaluation-framework evaluation-functions evaluation-kit evaluation-metrics evaluation-test ml ml-engineering

Last synced: 31 Oct 2025

https://github.com/dmytrovoytko/mlops-spacy-sentiment-analysis

MLOps project Training and Deployment of Spacy model for Sentiment analysis

amazon ml-engineering mlflow mlops nlp prefect sentiment-analysis spacy text-classification

Last synced: 10 Feb 2026

https://github.com/hoomanesteki/mlops-real-time-drift-detection

Production-grade real-time ML platform designed for automated data ingestion, feature engineering, model training, drift detection, and continuous retraining. Includes modular pipelines, monitoring dashboards, and live inference capabilities, enabling scalable, reliable, and feedback-driven machine learning in production environments.

dashboard data-pipelines drift-detection machine-learning ml-engineering mlops model-monitoring model-retraining production-ml python real-time

Last synced: 04 Apr 2026

https://github.com/iglee/jax-cuda-eicl-exp-docker

Docker for getting jax to work with cuda, for reproducing ml experiments like eicl. Sure, let's NOT make a compatibility matrix and let people fight for their lives on cuda

cuda docker jax jaxline ml-engineering ml-experiments tensorflow

Last synced: 06 May 2026

https://github.com/trulyaman25/checkmate

checkMate is a document verification solution designed to automate the process of verifying documents such as academic results, admission cards, and college ID cards.

dapps-development decentralized-application document-verification ml-engineering

Last synced: 04 Feb 2026

https://github.com/taimoorkhan10/mlops-forge

A complete production-ready MLOps framework with built-in distributed training, monitoring, and CI/CD. Deploy ML models to production with confidence using our battle-tested infrastructure.

ai-infrastructure ci-cd datascience devops distributed-training docker feature-store kubernetes machine-learning ml-engineering ml-platform mlflow mlops mlops-framework mlops-pipeline mlops-tools model-deployment model-monitoring python pytorch

Last synced: 02 May 2026