We understand that general purpose and generally intelligent robots are going to be built in our lifetimes. Not content to sit on the sidelines, we work efficiently towards this goal by combining human and artificial intelligence into something greater than the sum of its parts- a Tutor Intelligence.

We enable anyone to teach robots complicated vision and manipulation skills. Our robots observe, copy, adapt, and improve on what we show them. They are the students, we are the Tutors.

The robot problems we tackle range from the classical to the unsolved. We solve problems in planning, computer vision, SLAM, optimization, machine learning, and more.

If this sounds like you, read on!

Across the board we write software to make our robots more capable, faster and safer. We work mostly in Python and Linux.

What follows is a list of things we find interesting. Depending on your passions, your role might fit one or all of the following.

We understand that general purpose and generally intelligent robots are going to be built in our lifetimes. Not content to sit on the sidelines, we work efficiently towards this goal by combining human and artificial intelligence into something greater than the sum of its parts- a Tutor Intelligence.

We enable anyone to teach robots complicated vision and manipulation skills. Our robots observe, copy, adapt, and improve on what we show them. They are the students, we are the Tutors.

The robot problems we tackle range from the classical to the unsolved. We solve problems in planning, computer vision, SLAM, optimization, machine learning, and more.

If this sounds like you, read on!

Across the board we write software to make our robots more capable, faster and safer. We work mostly in Python and Linux.

What follows is a list of things we find interesting. Depending on your passions, your role might fit one or all of the following.

Robot Vision

Improving 2D and 3D sensing capabilities
Building visual representations of the world
Geometric perception
Perception of seen and unseen objects
Supervised learningSelf supervised learning

Robot Motion

Control of robot arms
Planning motion in the presence of obstacles
Optimizing grasps and other basic manipulation primitives
Motion planning
Tools such as Drake, OMPL, KLAMPT, etc
Multi roboti planning
Reinforcement learning

Robot Software

Proficiency programming in a Python-Linux environment
Comfort with programming linters (Flake8, Mypy)
Software support of real-time systems
Visualization of robot data
Advanced command of Python (dunder methods, lambdas, exception handling, decorators)

Robot Hardware

Design and control of end effectors
Experience integrating and programming robot arms
Mechanical design of mounts and stands.

Senior Robotics Software Engineer