Tesla Autopilot and
Full Self-Driving (FSD) Capability
Project
Tesla Autopilot and Full Self-Driving Capability
Proprietary Software
Deep Learning Network
Tools
Autopilot Engineer, AI
Data Annotation Specialist
My Role
Links
Challenge
Advanced Sensors
My Job
Tesla Vision
Impact
Challenge
Analyze and annotate vehicle data to drive the advancement of Tesla’s Autopilot and full self-driving features, along with the future of vehicle autonomy to accelerate the world's transition to sustainable energy.
Advanced Sensors
My Job
Used in-house tools to label images for the Autopilot and/or Tesla Bot team
Interacted with team members to help us improve on the design of an efficient labeling interface
Used computer vision and machine learning knowledge to better understand how the labels are used by learning algorithms
Made judgement calls on difficult edge cases that came up during labeling
Impact
Thousands of Tesla Autopilot drivers around the world use the full self-driving software to travel daily.
The impact is global and was made possible by a lean, iterative approach to UX design and research.
