mecka.ai · Toronto GTA
Skills: TypeScript, Python, Rust
ABOUT MECKA AI Mecka AI is building the data infrastructure layer for robotics and embodied AI. We design and operate global systems for data capture, data labeling, and hardware-enabled workflows used by leading AI labs and robotics companies to train and validate humanoid and embodied AI systems. We work closely with frontier robotics teams to bridge real-world data, simulation, learning-based systems, and deployed hardware. The role Our operators control robots across countries and oceans. You'll own the link between them: getting multiple camera streams to the operator and commands back to the robot with as little delay and jitter as physics allows, and building the interface operators use all day. Because every byte you stream is also training data, you'll own recording it on-site and getting it reliably off-site too. What you'll do - Build the real-time transport between robot sites and operator stations: low-latency video (multiple cameras, possibly depth), robot state, and control commands over the public internet. - Own the end-to-end latency budget. Instrument glass-to-glass and command-to-motion latency, find where every millisecond goes, and cut it: encoding settings, transport choice, routing, jitter buffers, relay placement. - Make the link robust: NAT traversal, congestion and packet loss, bandwidth adaptation, reconnection, and clear signals to the operator and robot when quality degrades. - Design and build the operator interface: camera layouts, robot state and health, task instructions, latency and connection indicators, and fast workflows for starting, labeling, and ending episodes. - Build operator-facing tooling: queueing operators to robots across sites, session handoff, and basic fleet visibility. - Own on-site recording: capture synchronized streams and metadata into a well-defined episode format, buffer locally, and upload reliably over constrained site networks. - Set up the infrastructure for data storage and access of robot teleop episod…
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