About Humyn Labs
Humyn Labs converts real human action - sound, sight, motion, and touch - into training signal for physical AI. We run verified field capture across 20+ countries in India, Southeast Asia, Latin America, and the Middle East: the real-world environments where physical AI deploys, not the labs where it is built.

Where each modality stands. Sound is proven: 100,000 hours across 33 languages, revenue-generating today, with BRIDGE - our published benchmark evaluating 15 ASR models across 22 languages and 7 voice parameters. Sight is the current bet: 500,000 hours across 10+ countries, residential and commercial, with a live labeling stack (6DoF pose, hand-skeletal tracking, IMU/SLAM) and a discard rate below 15%, down from 40–60%. Motion is integrating: joint physics and navigation, captured through the sight pipeline. Touch is the frontier: teleoperated grippers with force and tactile sensors, built as a byproduct of motion collection - not a separate build.

The physical AI data problem has four stages of increasing depth: foundation-building (scale, format,



diversity), task generalisation (domain-aware labeling), deployment readiness (workplace-specific evaluation), and continuous refinement (correction-episode capture from deployed robots). The technology leader we hire will build a platform that serves all four - simultaneously, at scale.

The architecture you will build
This is not a workflow tool. It is not a B2C application. It is not a systems integration project. It is an open data platform with two sides that must compound each other - and a live delivery engine that pays for it today.

The arc: Phase 1 (now) - Humyn is the first supplier, proving the pipelines directly: sound done, sight in production, motion integrating. Phase 2 (next) - Humyn publishes the fusion spec (timestamps, hardware, SOPs) and certified external networks join the supply side. Phase 3 (destination) - the full two-sided platform: any certified network's pipelines fu

📌 Head of Technology (Bengaluru)
🏢 Humyn Labs
📍 Bengaluru