Build the foundations of visual intelligence.
We are an interdisciplinary team of researchers, systems engineers, and product designers working together to create AI that respects human attention and creative culture.
Small, Focused Teams
We assemble compact pods that own problems end-to-end—from mathematical conception to production deployment on Toppins.
First-Principles Science
We value deep conceptual understanding over superficial trends. Every architecture we train is built to reveal physical scene mechanics.
Real-World Creator Equity
Our models power Toppins, directly routing 80% of brand campaign revenue back to independent photographers and creators.
Current openings
Staff Research Scientist — Computer Vision & Inverse Rendering
Lead research in spherical harmonic lighting estimation, depth plane extraction, and shadow synthesis for the Toppins placement engine.
Founding Systems Engineer — High-Throughput Model Serving
Architect low-latency distributed inference pipelines serving multi-modal segmentation models to thousands of mobile client uploads.
Research Lead — Algorithmic Economics & Marketplace Design
Design auction mechanisms, automated creator compensation pooling, and campaign delivery algorithms under our 80/20 revenue formula.
Staff Product Designer — Editorial & Creative Interfaces
Craft beautiful, tactile tools for creators and brands to inspect, curate, and review virtual product placements with human nuance.