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Human Computer Lab

Expressive home robotics research and development

Perception Engineer

Full-Time
No salary listed
Mid
Bachelor's
Toronto, ON, Canada+1 moreMore locations: San Francisco, CA, USA
HybridHybrid work is required.
AI & Machine LearningComputer Vision

About the job

Requirements
  • A degree in Computer Engineering, Computer Science, Robotics, Electrical Engineering, or a related field.
  • A minimum of 3+ years of hands-on experience.
  • Proficiency in Python and comfort working in C++ when required.
  • Experience working in environments where architecture is still evolving.
  • Ability to document clearly and drive issues to resolution.
Responsibilities
  • Design, train, and deploy computer vision and perception models for person detection, tracking, pose estimation, gesture recognition, emotion recognition, and scene understanding.
  • Develop data collection, labeling, and evaluation pipelines to improve model performance and reliability.
  • Build perception systems that operate robustly across varying lighting conditions, environments, and user behaviors.
  • Optimize models for real-time inference on edge hardware while balancing latency, accuracy, and power constraints.
  • Work with RGB cameras, depth sensors, inertial measurement units, audio inputs, and other sensor modalities to create multimodal perception systems.
  • Develop tools for dataset management, model evaluation, debugging, and monitoring.
  • Support integration between perception, behavior, controls, and firmware systems.
  • Stay current with state-of-the-art research to develop architectures and techniques that improve the robot’s ability to understand and interact with people.
  • Debug perception failures systematically and close the loop through data-driven improvements.
  • Help define and evolve the platform’s perception architecture as the robot grows in capability.
Desired Qualifications
  • Experience with computer vision problems such as object detection, tracking, pose estimation, segmentation, gesture recognition, or activity understanding.
  • Experience deploying models to edge devices and optimizing performance for real-world systems.
  • Experience training and deploying machine learning models using frameworks such as PyTorch, TensorFlow, ONNX, or similar tools.
  • Experience collecting, labeling, and maintaining high-quality datasets.
  • Experience converting cutting-edge research into practical systems that ship.

About the company

Human Computer Lab builds expressive, character-driven robots for everyday home use, focusing on emotionally resonant devices rather than purely functional machines. Their first product, LeLamp, is an open-source robotic lamp that can look toward a user’s point, respond to voice, and perform playful gestures, turning a common object into a social partner. They differentiate themselves by prioritizing human–computer interaction and character in everyday objects, with an approach that starts small (the “iPod of robotics”) before expanding to broader consumer robotics. Their goal is to bring robotics into homes through engaging, familiar devices and to develop a scalable platform for a new generation of home robotics.

Company Size

1-10

Company Stage

N/A

Total Funding

N/A

Headquarters

San Francisco, California

Founded

2025

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Simplify's Take

What believers are saying

  • LeLamp has active preorders and plans broader pilots in mid-late 2026.
  • South Park Commons spotlighting at its July 2026 Demo Faire validates investor and talent interest.
  • The company is recruiting robotics, electrical, industrial-design, and controls talent across North America.

What critics are saying

  • LeLamp remains early development; GitHub shows no releases and hobbyist-kit beta timing slips.
  • Big incumbents like Apple research, Samsung Ballie, Amazon Astro, and 1X crowd the category.
  • No clear revenue engine exists beyond preorders; a missed 2026 launch kills momentum.

What makes Human Computer Lab unique

  • Shahvir Sarkary frames home robotics as an interface problem, not humanoid labor.
  • LeLamp blends expressive motion, voice response, and open-source hardware around Apple ELEGNT.
  • Human Computer Lab targets emotionally resonant companion robots before scaling to broader home platforms.

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