Top AI tools for Machine Learning Engineer

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

BenchLLM is a tool for evaluating LLM-powered applications. It allows users to build test suites, generate quality reports, and choose between automated, interactive, or custom evaluation strategies.

• Other

UbiOps provides a unified interface to run AI workloads across various infrastructures, including local, hybrid, and multi-cloud environments. It simplifies AI production, reduces costs, and prevents vendor lock-in.

• Contact for Pricing

ApX Machine Learning is a comprehensive platform for creating and deploying machine learning models and LLMs, offering free courses, AutoML capabilities, and resources for both beginners and experts.

• Free

Crynux provides a decentralized, permissionless network for Edge AI, offering scalable AI model services like inference and training via API, secured by blockchain technology.

• 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

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

• Freemium

Pyro is a universal probabilistic programming language (PPL) built on Python and PyTorch, enabling flexible deep probabilistic modeling.

• Free

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

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

• Free

BIG AI LIST is a curated directory featuring a comprehensive collection of notable AI companies, tools, blogs, and essential links for AI enthusiasts and professionals.

• Free

Comfy.ICU offers a cloud platform to run, share, and deploy ComfyUI workflows without downloads or setups. Utilize powerful GPUs and pay only for active usage.

• Freemium
• From 10$

Tenyks offers a visual intelligence platform that transforms unstructured visual data into actionable intelligence. Leverage GenAI to make videos searchable and gain insights with human-level precision.

• Usage Based
• From 27$

SapientML is an AutoML technology that accelerates and improves the creation of AI models by learning from existing datasets and pipelines.

• Other

Kili Technology is a data-centric AI platform providing tools and services for creating high-quality training datasets and evaluating LLMs. It streamlines the data labeling process and offers expert-led project management for machine learning projects.

• Freemium

CAMEL AI is an open-source community focused on scaling laws of agents for data generation, world simulation, and task automation.

• Free

Data Science Jobs is a specialized job board focused on AI, machine learning, data science, and deep learning roles. It connects job seekers with relevant opportunities in these fields.

• Free

Weights & Biases (W&B) Weave is a comprehensive framework designed for tracking, experimenting with, evaluating, deploying, and enhancing LLM-based applications.

• Other

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$

bugfree.ai provides comprehensive interview preparation, featuring AI-powered mock interviews, resume building, and Leetcode solution walkthroughs. It offers structured learning paths for system design, behavioral, and data interviews.

• Paid

LlamaEdge is a lightweight and fast local LLM runtime and API server, powered by Rust & WasmEdge, designed for creating cross-platform LLM agents and web services.

• Free

Deep Infra is a serverless ML platform offering access to top AI models through a simple API, with pay-per-use pricing and automatic scaling capabilities.

• Usage Based

KDB.AI is a scalable vector database designed for building production-grade AI applications, offering high uptime and low latency search capabilities.

• Freemium

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$

WaterCrawl is a tool designed to crawl websites and transform their content into structured, LLM-ready data for knowledge base creation and content analysis.

• Contact for Pricing

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

Google for Developers provides a comprehensive suite of tools, APIs, platforms, and resources to help developers build, deploy, and manage applications across various Google technologies.

• Freemium

Annotify is an AI-powered annotation tool that automatically labels images and videos using zero-shot detection models, eliminating manual work and saving up to 90% of time in dataset preparation for machine learning projects.

• Usage Based

Coherence provides AI-augmented testing for evaluating AI responses and prompts, alongside a platform for streamlined cloud deployment and infrastructure management.

• Freemium
• From 35$

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

Foresight AI is a Silicon Valley-based platform that provides a training academy for autonomous vehicles and mobile robots using semantic 3D data and real-world driving scenarios.

• Contact for Pricing

Reka AI offers next-generation multimodal AI models trained on text, code, images, video, and audio, deployable across various environments.

• Contact for Pricing

PydanticAI is a Python agent framework designed to simplify building production-grade applications using Generative AI, offering seamless integration with LLMs and Pydantic.

• Other

GPT-LLM Playground is a macOS application designed for advanced experimentation and testing with Language Learning Models (LLMs). It offers features like multi-model support, versioning, and custom endpoints.

• Free

The Full Stack offers courses and resources for building AI-powered products, covering everything from initial concept to deployment and continual learning.

• Free

MetricRule is an open-source tool offering granular monitoring for machine learning models in production, tracking performance, feature drifts, and data anomalies.

• Free

Dagster is a data orchestrator designed for data engineers to build and manage data platforms. It enables rapid development, testing, and confident deployment of data pipelines.

• Paid
• From 10$

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

NeuReality provides AI-centric solutions designed to simplify the deployment and scaling of AI inference workflows, overcoming traditional system bottlenecks.

• Contact for Pricing

mlpro.io offers a structured guide and resources, including the ML75 tracker, to help individuals prepare for machine learning interviews efficiently.

• Freemium
• From 5$

Caffe is a high-performance deep learning framework developed by Berkeley AI Research (BAIR) that enables fast, modular, and expressive deep learning with seamless GPU/CPU switching capabilities.

• Free

Your Personal AI provides enterprise-grade AI solutions to automate workflows, enhance decision-making, and drive business growth. Services include data collection, annotation, AI consulting, and custom AI development.

• Contact for Pricing

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$

Ducky is a fully managed AI retrieval service designed to simplify retrieval augmented generation (RAG) for developers, offering fast, accurate, and easy-to-implement semantic search capabilities.

• Freemium
• From 290$

CentML streamlines LLM deployment, offering advanced system optimization and efficient hardware utilization. It provides single-click resource sizing, model serving, and supports diverse hardware and models.

• Usage Based

GreenEyes.AI provides enterprise-grade Computer Vision APIs and SaaS products, focusing on AI Object Search and Object Labeling. Their solutions are designed for scalability, security, and a low-carbon footprint.

• Paid

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$

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

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

LocalCloud is an open-source, local-first AI development platform that orchestrates popular tools to run AI models, databases, and services entirely on your machine, enabling zero-cost development with data privacy.

• Free