Top AI tools for Machine Learning Engineer

FinetuneDB is an AI fine-tuning platform that allows teams to build, train, and deploy custom language models using their own data, improving performance and reducing costs.

• Freemium

Sematic is an open-source platform designed for ML teams to build, execute, track, and version machine learning pipelines across local machines and cloud infrastructure.

• Freemium

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

Resmate.io is an AI-powered platform designed to help job seekers organize, optimize, and streamline their applications. It offers tools for resume optimization, cover letter generation, interview preparation, and application tracking.

• Freemium
• From 8$

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

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

Neura Prep is an interactive interview preparation platform specifically designed for AI and data science roles, offering curated questions, ML-powered feedback, and realistic simulations.

• Freemium

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

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

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

• Other

Braintrust provides an end-to-end platform for developing, evaluating, and monitoring Large Language Model (LLM) applications. It helps teams build robust AI products through iterative workflows and real-time analysis.

• Freemium
• From 249$

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

Surge AI, the world's largest RLHF platform, provides elite human data labeling for large language models in over 40 languages, trusted by top AI companies.

• Contact for Pricing
• API

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

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

LastMile AI empowers developers to seamlessly transition generative AI applications from prototype to production with a robust developer platform.

• Contact for Pricing
• API

Arize is a comprehensive platform designed to accelerate the development and improve the production of AI applications and agents.

• Freemium
• From 50$

Neuralk-AI offers specialized AI embedding models for structured data, enhancing business intelligence and data analysis. Their models improve precision and efficiency in handling organized information.

• Contact for Pricing

FyneTuner AI is a platform that enables users to create and fine-tune custom AI models with minimal input requirements.

• Paid
• From 20$

Polars provides lightning-fast, open-source solutions for data manipulation and processing, built for modern parallel performance and designed to handle large datasets effortlessly.

• Free

Carbon enables LLMs to access unstructured data from any source. It provides a universal retrieval engine with pre-built connectors for seamless data integration.

• Usage Based
• From 85$

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

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$

Juno is an AI-powered coding assistant that integrates with Jupyter notebooks to help data scientists write, edit, and debug code more efficiently, offering real-time code suggestions and automated debugging solutions.

• Freemium
• From 5$

l1m is a proxy API simplifying structured data extraction from unstructured text and images using Large Language Models (LLMs), requiring no prompt engineering.

• Freemium

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

• 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$

Cracked Engineers is a specialized search engine designed to help tech professionals find highly skilled ('cracked') engineering roles. It allows users to search for jobs using natural language queries.

• Free

ActiveFence provides AI safety and content moderation solutions, including red teaming, datasets, guardrails, and intelligence, for building and deploying safe, reliable, and compliant AI models and applications.

• Contact for Pricing

Flow AI accelerates AI agent development by providing continuously evolving, validated test data grounded in real-world information and refined by domain experts.

• Contact for Pricing

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

Neuralfinity enables users to create datasets, train generative AI models like LLMs and VLMs from scratch, and evaluate their performance. It provides an end-to-end platform for model development, focusing on domain-specific accuracy and cost efficiency.

• 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

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$

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

• Free

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

• 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

GitRoll is a global developer passport that creates standardized, verifiable portfolios to showcase expertise and connect developers with opportunities. It empowers developers with a merit-based score, bridging talent gaps and promoting fair pay and global visibility.

• Free

Nebius offers a comprehensive cloud platform optimized for building, training, and running AI models and applications on NVIDIA® GPUs. It provides the resources and infrastructure for every stage of the AI journey.

• Paid

Picsellia is an MLOps platform designed specifically for Computer Vision, enabling teams to build, train, monitor, and improve their applications.

• Contact for Pricing

BIFROST generates physically accurate synthetic datasets in 3D simulations to train and validate AI models faster, eliminating the need for real-world data collection and manual labeling. Accelerate AI development and testing across critical conditions.

• 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

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

Extractor API provides clean text and metadata extraction from articles, web pages, and PDFs using AI, handling complexities like IP rotation and JavaScript rendering. Ideal for AI/ML data collection.

• Freemium

FastML is an MLOps boilerplate designed to streamline machine learning workflows. It offers ready-to-use scripts for data handling, modeling, and deployment, accelerating the process of turning ML ideas into reality.

• Pay Once

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

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

• Other

Maxim is an end-to-end evaluation and observability platform designed to help teams ship AI agents reliably and more than 5x faster.

• Paid
• From 29$

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

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$