Top AI tools for Machine Learning Engineer

SKY ENGINE AI provides a 3D Generative AI Synthetic Data Cloud platform, enabling the creation of high-performing Vision AI models with improved accuracy and reduced development time.

• Contact for Pricing

Quadric provides a leading processor architecture, the Chimera GPNPU, optimized for on-device AI computing, delivering high ML inference performance and C++ code execution in a unified architecture.

• Contact for Pricing

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

Fireworks AI is a cloud platform offering serverless inference for text, image, and multi-modal AI models with pay-as-you-go pricing and enterprise-scale capabilities.

• Usage Based

DeepSpeed is an open-source deep learning optimization suite designed to accelerate the training and inference of large-scale models with unprecedented scale and speed. It enables efficient handling of models with billions or trillions of parameters.

• Free

Keras is a deep learning API, designed for human beings, that provides a clear and consistent way to build and deploy machine learning models. It offers cross-framework compatibility with JAX, TensorFlow, and PyTorch.

• Free

Grably is a comprehensive data marketplace providing instant access to diverse, ethically sourced datasets for AI training and research, including images, text, audio, and video content sourced directly from data owners.

• Contact for Pricing

Literal AI streamlines the development of LLM applications, offering tools for evaluation, prompt management, logging, monitoring, and more to build production-grade AI products.

• Freemium

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

• Contact for Pricing

DSPy is a framework that enables developers to program language models using modular Python code instead of prompts, offering algorithms for optimizing their prompts and weights for various AI applications like classifiers, RAG pipelines, and agent loops.

• Free

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

• Free

Kumo AI provides a platform to train AI models for predictions and embeddings directly on relational data, eliminating the need for feature engineering. Leverage Relational Deep Learning and Graph Transformers for faster, more impactful AI applications.

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DataVLab offers scalable and ethical data labeling services, including image, video, and 3D annotation, to enhance AI and machine learning models. Their AI-assisted process ensures high-quality, efficient results across various industries.

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Fennel provides real-time and batch ML pipelines with incremental computation, offering efficiency and data freshness. Author, compute, store, serve, monitor, and govern your machine learning features.

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Promptmetheus is a comprehensive prompt engineering IDE that helps developers and teams create, test, and optimize language model prompts with support for 100+ LLMs and popular inference APIs.

• Freemium
• From 29$

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

Access a diverse range of AI models from language to image processing and enhance your workflow via a unified platform.

• Usage Based
• API

Towards Data Science is a leading online publication for professionals seeking AI, machine learning, and data science insights. It provides a global platform for sharing expert articles, tutorials, and thought leadership in the data field.

• Free

VectorDB is a lightweight Python library for efficient text storage and retrieval using vector search. Ideal for low-latency applications requiring semantic search capabilities.

• Free

Adaptive ML provides a platform to evaluate, tune, and serve the best LLMs for your business. It uses reinforcement learning to optimize models based on measurable metrics.

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Databricks is a unified data intelligence platform that combines data, analytics, and AI. It helps organizations leverage their data for generative AI applications, democratize insights, and reduce costs.

• Usage Based

Bruinen Delta is a distributed SQLite database optimized for edge computing environments, enabling local data storage and synchronization for AI/ML workflows across devices, even with intermittent connectivity.

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NetMind.ai provides comprehensive AI solutions, including model APIs, GPU cluster rentals, model deployment services, and tailored enterprise AI applications.

• Usage Based

Streamoku provides one-click deployment and scalable hosting specifically designed for Streamlit applications, enabling data scientists to share their work without DevOps complexities.

• Freemium
• From 15$

SwiftAI offers an enterprise AI platform, Symphony, designed to seamlessly integrate AI-powered solutions with SAP systems, automating workflows and optimizing operations.

• Contact for Pricing

Fly.io offers a platform for deploying and running applications globally using hardware-virtualized containers called Fly Machines. It provides features for quick booting, scaling to zero, user-specific routing, persistent storage, and integration with LLM workflows.

• 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

Molmo AI is a family of open-source, state-of-the-art multimodal AI models designed for rich interactions by processing text, images, and more.

• Free

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

• Free

Pruna AI is an AI inference optimization framework designed for ML teams to enhance efficiency and productivity. It combines compression algorithms to make AI models faster and more cost-effective.

• Usage Based
• From 1$

Mirantis k0rdent AI provides unified management for AI application and platform workloads across hybrid, multi-cloud, and edge environments, ensuring efficiency, compliance, and scalability for enterprises.

• Contact for Pricing

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

PyImageSearch offers tutorials, books, and courses for learning Computer Vision, Deep Learning, and OpenCV, catering to both beginners and experts.

• Freemium

Qwen3 is a state-of-the-art large language model family featuring hybrid reasoning, Mixture-of-Experts architecture, and support for 119 languages, excelling in coding, mathematics, and multilingual applications.

• Free

marimo is an open-source, reactive notebook for Python that offers reproducible execution, git-friendly collaboration, and easy deployment as scripts or apps.

• Free

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

Synergetics offers a suite of rapid AI agent development tools and autonomous agent infrastructure components. It provides solutions for building, testing, and deploying AI agents.

• Paid
• From 49$

Snorkel Flow is an AI data development platform that accelerates the creation of production AI applications by enabling programmatic data labeling, annotation, and development.

• Contact for Pricing

Robovision is an industrial computer vision AI platform that adds vision intelligence to machines, enabling automated quality control, efficiency improvements, and enhanced productivity across multiple industries.

• Contact for Pricing

Deeptrain allows you to use video content with language models, similar to how you use text and images. It supports over 200 language models and integrates with platforms like YouTube.

• Free Trial

MemPrompt is a method designed to enhance large language models like GPT-3 post-deployment by utilizing user feedback. It maintains a memory of past errors and corrections to prevent the repetition of mistakes.

• Free

Zep provides a state-of-the-art memory layer for AI agents, enabling personalized and accurate interactions by intelligently fusing chat messages and business data on a knowledge graph.

• Freemium
• From 99$

Prepair is an AI platform for job candidates to practice personalized interviews and track performance, and for recruiters to streamline hiring with AI-driven candidate screening and analysis.

• Freemium

PixLab provides scalable and unified APIs for machine vision and media processing tasks, enabling developers to integrate AI-powered features like image analysis, content moderation, and document scanning into their applications.

• Free Trial
• From 25$

CLIKA provides an AI model compression engine to optimize models for speed, size, and hardware deployment, reducing memory footprint and enhancing performance.

• Freemium

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

• Freemium

Zatomic AI is a platform designed for prompt engineers to build, manage, optimize, and analyze AI prompts efficiently, improving AI performance and reducing development costs.

• Freemium
• From 99$

Neural Designer is a user-friendly platform enabling users to build and deploy neural network models for data science without coding.

• Free Trial

tagtog is a versatile text annotation platform designed for creating AI training data, supporting manual and automatic annotation, collaboration, and PDF processing.

• Freemium

PromptBase is a marketplace for buying and selling quality prompts that produce the best results and save you money on API costs.

• Freemium
• API