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    Join the mission

    We're building the physics-informed future.

    We are a team of scientists, engineers, and researchers out of AstraZeneca's BioVentureHub pushing the limits of active learning, CV, and agentic AI.

    Open Application

    Don't see a specific role? We're always looking for brilliant minds in machine learning, edge deployment, and life-sciences AI.

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    Our DNA & Location

    Based at AstraZeneca R&D BioVentureHub in Mölndal, Sweden. We offer a highly collaborative, science-driven culture in a world-class lab environment.

    Our Office

    The Engineering Culture

    We believe sustainable AI is the only ethical way forward. We build tools that require 95% less compute and data by embedding physics directly into our neural architectures. Our team regularly publishes in top-tier journals like Nature and ACS.

    PyTorch & Rust

    We train in PyTorch but deploy our edge-optimized inference engines in Rust for millisecond latency.

    ONNX & MCP

    Our models integrate seamlessly into enterprise stacks via ONNX and expose capabilities via the Model Context Protocol.

    Physics-First

    We don't brute-force with data. We encode geometric deep learning and optical transfer functions as architectural priors.