Top AI tools for Machine Learning Engineer

BitRook is an AI-powered tool designed to accelerate data cleaning and preparation by automating profiling, issue detection, standardization, and Python code generation.

• Freemium

Remyx AI is a comprehensive platform for AI development that helps teams curate datasets, train models, and streamline deployment with an integrated studio environment.

• Freemium

Superpipe is an open-source experimentation platform designed for building, evaluating, and optimizing Large Language Model (LLM) pipelines to improve accuracy and minimize costs. It allows deployment on user infrastructure for enhanced privacy and security.

• Free

Magic is developing advanced AI code models to automate software engineering and AI research, aiming for a safe path towards Artificial General Intelligence (AGI).

• Other

Inferable is a fully managed platform for building and deploying LLM-based applications. It provides robust tools for managing state, ensuring reliability, and orchestrating custom AI workflows.

• Usage Based
• From 10$

Qdrant is a leading open-source vector database and similarity search engine designed for high-dimensional vectors and massive-scale AI applications. It offers cloud-native scalability, ease of use, cost efficiency, and Rust-powered reliability.

• Freemium

BaseAI is a Web AI Framework that simplifies building and deploying serverless, autonomous AI agents with memory. It supports local-first development of agentic pipes, tools, and memory.

• Free

Rig is a Rust-based framework for building modular and scalable LLM applications. It offers a unified LLM interface, Rust-powered performance, and advanced AI workflow abstractions.

• Free

TFLearn is a modular and transparent deep learning library built on top of Tensorflow, designed to provide a higher-level API to facilitate and speed-up experimentations.

• Free

Tractatus is a platform for building and deploying generative AI use cases. It allows businesses to combine foundation models with their own data, enabling rapid development and deployment.

• Contact for Pricing

Albumentations is a fast and flexible Python library for image augmentation, boosting the performance of deep convolutional neural networks. It's widely used in industry and research for various computer vision tasks.

• Free

DataCrunch offers premium GPU servers, clusters, and model inference services on its AI cloud platform, powered by NVIDIA GPUs and utilizing 100% renewable energy.

• Usage Based

ML Showcase offers a curated collection of interactive Machine Learning projects with a zero-setup Jupyter Notebook environment running on free GPUs.

• Freemium

Gentrace is an LLM evaluation platform designed for AI teams to test and automate evaluations of generative AI products and agents. It facilitates collaborative development and ensures high-quality LLM applications.

• Usage Based

Shell2 is a powerful AI development platform offering an unrestricted coding environment with features like data analysis, multiplayer collaboration, and persistent sessions. It provides a comprehensive suite of tools for code execution, data processing, and AI model integration.

• Contact for Pricing

Akash Network is an open network that allows users to buy and sell computing resources securely and efficiently. It provides access to GPUs, including NVIDIA, at industry-leading pricing.

• Usage Based

Jaxon provides solutions to ensure trustworthy AI by mathematically proving the accuracy of Large Language Model (LLM) outputs. Its Domain-Specific AI Logic (DSAIL) addresses the AI hallucination problem through rigorous fact-checking and formal reasoning.

• Contact for Pricing

ZETIC.ai is a cutting-edge platform that enables companies to transform their AI operations to on-device processing, eliminating GPU cloud dependencies while delivering superior performance and cost savings.

• Free Trial

Missing Studio is an open-source AI platform designed for developers to build and deploy generative AI applications. It offers tools for managing LLMs, optimizing performance, and ensuring reliability.

• Free

Unweave is an open-source platform simplifying the setup and management of machine learning development environments, enabling SSH access to GPU machines across various cloud providers.

• Freemium
• From 50$

Flower AI is a unified framework facilitating federated learning, analytics, and evaluation across various workloads, ML frameworks, and languages.

• Free

CVAT is an industry-leading data annotation platform designed for machine learning teams, offering comprehensive tools for image, video, and 3D data labeling with AI-assisted features.

• Freemium
• From 33$

PublicAI is a decentralized AI data infrastructure platform that enables global contributors to participate in AI training data creation and annotation while sharing revenue. It offers multi-modal data collection, labeling, and model evaluation services.

• Freemium

Addepto is an AI development and consulting company that delivers custom AI solutions and data engineering services to optimize business processes and drive growth.

• Contact for Pricing

SuperAnnotate is an enterprise-grade platform for AI data annotation, model fine-tuning, and dataset management that enables organizations to build, evaluate, and deploy AI models faster and more efficiently.

• Freemium

Inspirit AI offers online AI education programs for high school and middle school students, taught by Stanford and MIT alumni. Students learn core AI concepts and build socially impactful AI projects.

• Paid

Chainer is an open-source deep learning framework that provides intuitive and flexible development of neural networks with native Python support and GPU acceleration.

• Free

CoreWeave offers specialized cloud infrastructure designed for AI workloads. It provides high-performance GPU and CPU compute, storage, and networking solutions for AI model training, inference, and other demanding applications.

• Usage Based

DataCebo SDV is an enterprise-grade synthetic data generation platform, founded at MIT, that enables organizations to create and manage their own generative AI applications for tabular data.

• Freemium

Embed API offers an API for generating custom vector embeddings from text, images, and audio, designed to enhance AI applications and LLM performance.

• Freemium
• From 29$

AI Engineer Pack provides a curated collection of AI development tools and services, offering discounts and credits for popular platforms to help developers build and scale AI projects.

• Free

Neural Magic offers enterprise inference server solutions to streamline AI model deployment, maximizing computational efficiency and reducing costs on both GPU and CPU infrastructure.

• Contact for Pricing

Neuton TinyML is a no-code automated platform that builds extremely compact neural networks for microcontrollers and sensors, enabling AI capabilities on edge devices with models as small as 5KB.

• Freemium

DataChain connects unstructured data in cloud storage with AI models, enabling instant insights, efficient processing, and reproducible data pipelines.

• Freemium

Datavise provides tailored AI solutions and data analytics services, specializing in generative AI, data & BI consulting, cloud services, and AI/ML development to drive business growth and innovation.

• Contact for Pricing

Kitten Stack streamlines AI deployment by offering managed Retrieval Augmented Generation (RAG), unified access to 100+ models, and real-time cost analytics—all via a single API.

• Freemium

NEAR AI develops open-source infrastructure and tools for a user-owned AI future, including a Developer Hub and Agent Protocol.

• Free

DataWars offers a project-based learning platform for data science and machine learning, featuring an AI assistant, interactive playgrounds, and skill assessments for effective hands-on experience.

• Freemium
• From 21$

OpenNN is an open-source C++ library for developing and implementing high-performance neural networks in machine learning projects.

• Free

General Reasoning is an AI research company developing intelligent and safe machines using reinforcement learning and novel reasoning models.

• Other

Data Science Dojo is an e-learning platform offering online and in-person bootcamps and courses in data science, AI, and Large Language Models for all skill levels.

• Freemium

Dify.AI offers a next-generation development platform for building and operating generative AI applications with ease and flexibility.

• Free Trial
• From 59$
• API

Nimble Network is an open platform enabling developers to create, deploy, and monetize AI agents within a decentralized ecosystem, connecting builders with GPU and data resources.

• Usage Based

Oblix is an AI orchestration platform that dynamically executes AI tasks between cloud and on-device models to optimize performance, cost-efficiency, and security.

• Contact for Pricing

WoolyAI offers a virtual GPU cloud service for scalable GPU memory and processing, featuring usage-based billing instead of time-based billing. It enhances GPU efficiency and reduces costs for AI/ML workloads.

• Usage Based

W.AI is a platform that allows users to share their devices' unused computing power and access and run the latest AI models. Users can earn rewards by contributing to this global AI supercomputer.

• Other

2markdown is an API service that transforms websites and PDF documents into clean, structured markdown optimized for Large Language Models (LLMs). It streamlines content processing for AI applications.

• Freemium

Petals enables users to run large language models like Llama 3.1 and Mixtral collaboratively, distributing the load across a network of consumer-grade GPUs.

• Free

Jetcode is an AI coding assistant designed to help developers write, debug, and refactor code more efficiently using artificial intelligence, integrating directly into popular IDEs.

• Freemium
• From 10$

OxyAPI provides developers with instant API access to a wide range of AI models, featuring global deployment and simple pay-as-you-go pricing.

• Usage Based