Top AI tools for Machine Learning Engineer

Steev is an AI training assistant that manages your training runs, optimizes training, enhances performance, and provides robust code review.

• Free

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

• Freemium

Supervisely is a comprehensive computer vision platform to curate, label, and build production models for images, videos, 3D, medical imagery, and more.

• Freemium
• From 199$

Symbiont is a secure AI agent framework that enables developers to define, schedule, and run autonomous AI agents with built-in policy enforcement, cryptographic identity, and sandboxed execution.

• Other

Laketool is an AI experimentation platform that transforms data into AI-driven insights. It allows businesses to seamlessly access and analyze their data lakes, create AI experiments, and deploy state-of-the-art AI models.

• Contact for Pricing

AI Grant provides financial support ranging from $5,000 to $50,000 for innovative open-source AI projects, offering both compute resources and cash grants to advance artificial intelligence research and development.

• Other

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

Argilla is an open-source collaboration platform that enables AI engineers and domain experts to build and maintain high-quality datasets for language model training, fine-tuning, and evaluation.

• Other

Rubra provides a collection of open-weight large language models (LLMs) enhanced with tool-calling capabilities, ideal for building AI agents.

• Free

Embedditor is an open-source embedding tool designed to optimize metadata and tokens for more efficient and accurate vector search in large language models (LLMs).

• Free
• API

Innovaite provides AI strategy, training, and technical consulting services to help enterprises and startups implement AI solutions and automate operations.

• Contact for Pricing

Smol AI provides a daily AI newsletter and information on hackathons for AI engineers. Stay informed on the latest industry developments.

• Free

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

XetHub provides a backend storage solution for Hugging Face, enabling large-scale collaboration and streamlined development for ML teams. It offers software-style development practices for machine learning projects.

• Free

The WEKA Data Platform provides unmatched performance, scalability, and efficiency for AI and machine learning workloads, both on-premises and in the cloud.

• Contact for Pricing

Scorecard.io is an evaluation platform designed for testing and validating production-ready Generative AI applications, including LLMs, RAG systems, agents, and chatbots. It supports the entire AI production lifecycle from experiment design to continuous evaluation.

• Contact for Pricing

Milvus is an open-source vector database designed for GenAI applications. It offers high-speed searches and scales to billions of vectors with minimal performance loss.

• Freemium

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$

Zilliz Cloud is a fully-managed vector database service built on Milvus, designed for speed, scalability, and high performance in AI applications.

• Freemium
• From 99$

LM Studio is a user-friendly desktop application that allows users to run various large language models (LLMs) locally and offline, including Llama 2, PN3, Falcon, Mistral, StarCoder, and GEMMA models from Hugging Face.

• Free

Improve AI is a machine learning platform utilizing XGBoost and reinforcement learning for contextual scoring, ranking, and decision-making across Python, Swift, and Java applications.

• Free

Marqo is an end-to-end embedding platform that enables training, deployment, and management of 150+ embedding models for semantic search, with multimodal and multilingual capabilities.

• Usage Based

TruEra offers an AI observability and diagnostics platform to monitor and improve the quality of machine learning models. It aids in building trustworthy AI solutions across various industries.

• Contact for Pricing

Label Studio is an open-source data labeling platform that enables users to annotate various data types including GenAI, images, audio, text, time series, and video for machine learning model training and validation.

• Freemium

Backprop offers a GPU cloud platform tailored for AI tasks like prototyping, training, and hosting, featuring powerful instances and pay-as-you-go pricing.

• Usage Based

Prompt Jobs is a specialized job board connecting Prompt Engineers with opportunities at leading companies worldwide, featuring various role types and locations.

• Other

Relari offers a contract-based development toolkit to define, inspect, and verify AI agent behavior using natural language, ensuring robustness and reliability.

• Freemium
• From 1000$

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

Vectorize is a RAG-as-a-Service platform designed to accelerate AI application development by simplifying the process of connecting unstructured data to Large Language Models (LLMs). It automatically extracts and optimizes data from various sources for efficient vector search.

• Freemium
• From 99$

Dragoneye offers a no-code platform for building custom computer vision models. Easily create AI models for image recognition with just a few clicks.

• Usage Based

TopK provides a unified API for embeddings, database management, and ranking, simplifying complex search stack implementations for developers.

• Contact for Pricing

Lunary is a comprehensive platform for AI developers to manage, monitor, and optimize LLM chatbots with advanced analytics, security features, and collaborative tools.

• Freemium
• From 20$

Protect AI offers a comprehensive platform to secure AI systems, enabling organizations to manage security risks and defend against AI-specific threats.

• Contact for Pricing

Fetch.ai provides a platform for creating and deploying AI agents and services. It enables developers to build, deploy, and connect AI agents, fostering a scalable AI ecosystem.

• Other

Benchx offers a platform to create custom evaluation datasets and run AI agent tests in managed sandboxed environments, providing deep performance insights.

• Contact for Pricing

motleycrew is an open-source framework for building simple to complex multi-agent AI systems, allowing users to mix and match agents and tools from popular frameworks.

• Free

Determined AI is an open-source deep learning platform that streamlines model training, distributed computing, and GPU resource management. It enables teams to train models faster while optimizing hardware utilization and experiment tracking.

• Contact for Pricing

Openlayer provides a secure, SOC 2 Type 2 compliant platform for testing, evaluation, and observability of machine learning models. With its seamless, 60-second onboarding and commit-style versioning, it makes data-driven ML evaluation painless and effective.

• Contact for Pricing
• API

Keylabs is a comprehensive data annotation platform that combines AI-assisted tools for image and video labeling with advanced management capabilities. The platform offers high-precision annotation services across multiple industries with up to 99.9% accuracy.

• Free Trial

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

Dataiku is an enterprise-grade platform that unifies data preparation, machine learning, and AI governance capabilities, enabling organizations to build, deploy, and manage AI projects at scale.

• Freemium

Shoc Platform is a serverless platform that enables users to run machine learning and high-performance computing workloads without managing infrastructure, with automatic containerization, job scheduling, and cluster-aware execution.

• Other

MLflow is an open-source, end-to-end MLOps platform for building better models and generative AI apps. It simplifies complex ML and generative AI projects, offering comprehensive management from development to production.

• Free

FiftyOne is an enterprise-grade platform for managing, visualizing, and refining visual AI datasets and models, enabling efficient development of computer vision applications at scale.

• Freemium

Cognee is an AI memory engine that enhances the accuracy of LLM applications and agents. It transforms raw data into structured knowledge, improving the reliability of responses from large language models.

• Freemium
• From 1970$

Parallel Domain provides a simulation API, SDK, and web tools for testing and analyzing the performance of autonomous systems. It offers high-fidelity sensor simulation grounded in real-world scans, enabling comprehensive testing at scale.

• Contact for Pricing

PostgresML is an AI application platform that simplifies your architecture by bringing ML/AI capabilities directly into your Postgres database. It offers faster performance, lower costs, and enhanced data security.

• Usage Based

Carton is an open-source tool enabling developers to run machine learning models from various frameworks using a single, language-agnostic API.

• Free

AIJobLeads is a platform that lists AI-related job opportunities. It helps connect professionals with companies offering cutting-edge AI roles.

• Free

Voyager is a groundbreaking LLM-powered embodied lifelong learning agent that autonomously explores Minecraft, continuously developing new skills and making discoveries without human intervention using GPT-4.

• Other