About AIM

Everything humanity depends on is mined, dug, or grown. At AIM, we are building the autonomous linchpin of civilization. We transform heavy machinery—bulldozers, loaders, excavators—into AI-powered fleets that operate continuously, safely, and at peak performance in the world's harshest env…

About Us

Isidor is building the foundation of reliable AI. We believe that the next leap in AI depends as much on understanding and measuring model behavior as it does on model size. To make AI trustworthy, we need systems that verify outputs, benchmark performance, and automate evaluation across bil…

What We're Researching

We're hiring Python developers to review and refine an assessment designed for intermediate FastAPI engineers. Ensuring technical accuracy in certification exams is critical for accurately evaluating candidate skills. Your expertise will help us identify ambiguous questions and…

What We're Researching

We are running a paid study to evaluate the quality and technical accuracy of an intermediate-level assessment for software engineers. The focus of this assessment is on FastAPI microservices, asynchronous inter-service communication, and API gateway patterns. Your expert revie…

About Liquid AI

Spun out of MIT CSAIL, we build general-purpose AI systems that run efficiently across deployment targets, from data center accelerators to on-device hardware, ensuring low latency, minimal memory usage, privacy, and reliability. We partner with enterprises across consumer electronics…

Updated: 03 April 2026

Freelance | 8–20 hrs/week | Remote (EU/UK)

Are you an experienced machine learning engineer who instinctively spots gaps in AI reasoning and understands the complex realities of ML practice? Do you have 8 to 20 hours per week available alongside your main job or consulting proje…