Top AI tools for Machine Learning Engineer

AtScale provides an independent semantic layer that connects any data source to any AI or business intelligence tool, enabling secure, live data access, consistent metrics, and enhanced analytics performance.

• Freemium

dstack is a platform for streamlining AI development and deployment, offering access to GPUs from various verified cloud providers. It provides tools and infrastructure for efficient management of AI workloads.

• Usage Based

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

Janus Pro 7B is an advanced multimodal AI model leveraging a unified autoregressive framework for seamless understanding and generation, built on DeepSeek-LLM and SigLIP-L.

• Free

Autoblocks is a collaborative testing and evaluation platform for LLM-based products that automatically improves through user and expert feedback, offering comprehensive tools for monitoring, debugging, and quality assurance.

• Freemium
• From 1750$

LangChain is a comprehensive framework for developing and deploying applications powered by large language models (LLMs), enabling the creation of sophisticated AI agents, chatbots, and data analysis tools. It facilitates building context-aware and reasoning applications.

• Free

Prompteus enables users to build, manage, and scale production-ready AI workflows efficiently, offering observability, intelligent routing, and cost optimization.

• Freemium

Epigos is a comprehensive computer vision platform that enables businesses to annotate data, train AI models, and deploy them seamlessly across various devices and platforms. It offers advanced dataset management, image annotation, and model training capabilities with managed infrastructure support.

• Freemium
• From 150$

TensorFlow is an open-source platform for machine learning. It provides a comprehensive ecosystem of tools, libraries, and resources for building and deploying ML models.

• Free

Dataworkz is a platform that enables AI teams to rapidly build, deploy, optimize, and scale GenAI applications using Retrieval Augmented Generation (RAG) without managing infrastructure.

• Freemium
• From 499$

Vast.ai is a global GPU marketplace offering up to 6X cost savings on GPU compute through a unified interface, connecting users to providers ranging from hobbyists to Tier 4 data centers.

• Usage Based

Neuralhub is a comprehensive platform for building, tuning, and experimenting with neural networks, offering tools and resources for AI enthusiasts, researchers, and engineers in a collaborative environment.

• Freemium

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

• Contact for Pricing

Helicone is an all-in-one platform for monitoring, debugging, and improving production-ready LLM applications. It provides tools for logging, evaluating, experimenting, and deploying AI applications.

• Freemium
• From 20$

Codistwa provides mentorship and courses focused on helping professionals build practical AI/ML projects to enhance skills and career visibility.

• Freemium

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

SWE Resume enhances software engineering resumes with AI-driven analysis and expert feedback to boost your chances of landing interviews.

• Other

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

LLM Outputs is an AI tool designed to detect and remediate incorrect structured data generated by Large Language Models (LLMs), ensuring data accuracy and reliability. It validates data formats like JSON, CSV, and XML against specifications to prevent format errors and hallucinations.

• Freemium

Felafax offers a simple, scalable, and open enterprise AI platform designed to run on diverse accelerators like TPUs and GPUs, achieving significant cost-efficiency.

• Contact for Pricing

Jason Liu offers independent AI consulting, specialized courses on improving RAG systems, and develops open-source tools like the Instructor library for LLMs.

• Other

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$

FriendliAI provides a high-performance platform for accelerating generative AI inference, enabling fast, cost-effective, and reliable deployment and serving of Large Language Models (LLMs).

• Usage Based

EnergeticAI is an optimized version of TensorFlow.js designed for serverless environments, offering fast cold-start times, minimal module size, and pre-trained models for Node.js applications.

• Free

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$

Not Diamond accelerates AI development and improves accuracy with data-driven multi-model routing. It optimizes model selection for each query, enhancing performance and reducing costs.

• Freemium
• From 100$

ProjectAI is an AI-assisted learning platform guiding users through building real-world projects in software engineering, web development, data science, and more.

• Paid

Blackshark.ai generates a real-time, accurate, semantic, and photorealistic 3D digital twin of the entire planet using machine learning and satellite imagery. This technology supports various applications, including simulation, visualization, and geospatial analytics.

• Contact for Pricing

LLM Explorer is a comprehensive platform for discovering, comparing, and accessing over 46,000 open-source Large Language Models (LLMs) and Small Language Models (SLMs).

• Free

Oxen.ai provides open-source tools to track, iterate, collaborate on, and discover multi-modal data in any format for building world-class AI datasets.

• Free

AIModels.fyi tracks and curates the latest AI papers, models, and tools, saving you time and keeping you informed of significant advancements.

• Free Trial
• From 9$

Janus Pro is an advanced AI model by Deepseek, offering superior multimodal understanding and text-to-image generation capabilities. It's open-source and designed for both research and commercial use.

• Free

Unite.AI offers comprehensive resources on Artificial Intelligence, including the latest news, curated AI tool directories, event listings, and information on professional certifications.

• Free

Streamlit is an open-source app framework that transforms Python scripts into interactive web applications for data science and machine learning, requiring no front-end experience.

• Freemium

Nerfstudio is an open-source framework offering a simple API for the end-to-end process of creating, training, and testing Neural Radiance Fields (NeRFs). It facilitates modular and interpretable NeRF implementations.

• Free

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

• Free Trial

Preprocess converts and splits complex documents into optimal text chunks for RAG pipelines, handling preprocessing complexities automatically.

• Freemium

DataFuel API scrapes entire websites and knowledge bases in a single query, providing clean, markdown-structured web data instantly for your RAG systems and AI models.

• Freemium
• From 29$

Vidura is an advanced platform designed to enhance your generative AI interactions, simplifying prompt management and response generation.

• Contact for Pricing
• API

Wallaroo.AI provides a unified platform for deploying, managing, observing, and optimizing AI models in any environment, achieving faster time to value and reduced deployment costs.

• Paid
• From 500$

LLMLingua Series offers prompt compression techniques to accelerate Large Language Model (LLM) inference, reduce costs, and enhance performance, especially in long context scenarios.

• Other

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$

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

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$

UltiHash is a high-performance, resource-efficient object storage solution designed for AI and advanced analytics. It offers built-in deduplication, an S3-compatible API, and Kubernetes-native deployment for cloud and on-premises environments.

• Paid
• From 8$

Comfy Directory is a centralized platform for finding and sharing resources related to ComfyUI, including workflows and custom nodes.

• Free

PySpur is an open-source platform for AI engineers to efficiently build, test, iterate, and deploy reliable AI agents.

• Freemium
• From 699$

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$

Apache TVM is an open-source machine learning compiler framework designed to optimize and efficiently run computations on various hardware backends, including CPUs, GPUs, and accelerators.

• Free

WebCrawler API provides a developer-focused API for streamlined web crawling and data scraping, delivering website content in various formats suitable for training LLM AI models.

• Usage Based