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Co-founder, President & COO · 2016

Embark Trucks

We pivoted Varden Labs to self-driving commercial semi-trucks, a market as large as robotaxis with far fewer teams working on it. I led the vehicle interface, low-level controls and functional safety while helping run the company.

Role
Co-founder, President & COO
Period
May – Dec 2016
Team
Grew to 10 people
Vehicle
80,000 lb Class 8 truck
Standard
ISO 26262 (functional safety)
Overhead view of the Embark shop: the Peterbilt truck with its hood open on the left, and the power-steering unit on top of the shelving in the centre
The shop, 2016: the truck mid-integration (left) and the power-steering unit we integrated (centre, on the shelving)
80,000 lb
Truck brought under full computer control at highway speed (65 mph)
10
People on the team when I left, testing complete on private land
~$50M
Estimated company valuation at the end of 2016
9 months
To a licensed self-driving semi truck

Why trucks

While building Varden it became clear that self-driving would transform two industries first. Everyone was chasing taxis; commercial trucking had the same driver-cost economics and a similarly massive market, but very few teams. In May 2016 we pivoted.

With the money raised before the pivot, we hired key people from the self-driving and aerospace industries and started on the first-generation prototype in the video below.

Front of Embark's blue Peterbilt prototype on a desert highway, with sensors on mounts at both front corners and on the bumper
First-generation prototype

What I built

I owned the hardware systems, all software for vehicle interfacing and controls, the mechanical systems such as actuators and sensor mounts, and the safety of the whole system. Most of the detail is confidential; this is what has been made public.

  1. Got control of throttle, brake and steering on an 80,000 lb truck: worked with large automotive suppliers, then reverse-engineered the truck’s CAN networks with one of our engineers until we had full control, in a way safe enough for public-road testing.
  2. Designed, built and installed sensor mounts and wire harnesses for GPS, lidar, radar and cameras, flexible enough to move or swap sensors easily; interfaced every sensor and synchronized data acquisition so we could start collecting data at scale.
  3. Wrote the low-level control software: lateral control from trajectory to steering angle at highway speed, longitudinal throttle and brake control, driver interfacing and takeover detection.
  4. Led the functional-safety analysis. We designed the system under ISO 26262 principles from the start, which also drove our verification and testing practice; I was hiring a team for SIL/HIL testing when I left.
Embark's blue Peterbilt with a trailer on a desert highway in Nevada, with a camera rack across the cab roof and sensor mounts at the front corners and on the bumper
The first truck in Nevada, with my sensor mounts on the roof, corners and bumper

Vehicle control architecture

  1. High-level stack
    Localization
    Perception
    Planningtrajectory
  2. My scope
    Low-level controllerLateral: trajectory → steering angle · Longitudinal: throttle & brake · Driver takeover detection
  3. Vehicle interface
    Truck CAN networksReverse-engineered with Vector CANalyzer
  4. Actuation
    Steering
    Throttle
    Brake
High-level stack to truck actuationSimplified

Running the company

As President and COO I also hired, managed timelines, budgets and people, and shaped the culture. I left at the end of 2016, when we had grown to 10 people and finished testing our first system on private land, ready for public roads.

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