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2022–2026·Boulder / Denver, CORobotics & HardwareML & CV

Rooted Robotics

Co-Founder & CTO

From first principles to shipped product.

Rooted Robotics is where the physicist became a product engineer. I owned the entire technical side of the company: I designed eight automation product lines end to end — every bracket, board, and line of firmware — and built the manufacturing process that produced them.

We went from $0 to $1.1M in revenue, raised $1.2M, earned CE certification for the whole product line, and filed three patents. The company is being acquired by an industry competitor, closing Q4 2026.

$0→$1.1M
Annual revenue
$1.2M
Raised
8
Product lines developed
3
Patents pending

What I did

  • Sole designer of all mechanical & electrical systems across eight automation product lines — a tabletop seeder and harvester, a tray washer, a channel washer, and a gel-media filler, plus conveyor-integrated seeding, washing, and harvesting concepts.
  • Wrote all machine firmware and motion-control software in Python and C++ — closed-loop control of DC/servo/stepper motors, conveyors, linear actuators, and vision-guided pick-and-place.
  • Deployed production CV/ML pipelines (Intel RealSense, OAK-D Pro, YOLO V5, AWS Rekognition, Azure Vision) for crop QC, yield prediction, and automated harvesting.
  • Built the company's full manufacturing process, inventory system, and QC protocols from scratch — and personally built every prototype and shipped unit.
  • Raised $1.2M (USDA SBIR + private investors); led a 5-engineer team with sole hiring authority and a CU Boulder intern-to-hire pipeline.
  • Owned major partnerships — the Siemens Small Business Accelerator, plus distributor relationships in France and Spain closed through Spanish-language negotiations.
  • CE certified to Machinery Directive 2006/42/EC; 3 patents pending.

Projects

CEA Automation Product Line

Co-Founder / CTO

Sole designer of eight automation product lines — tabletop seeder, tabletop harvester, tray washer, channel washer, and gel-media filler, plus conveyor-integrated concepts. Owned mechanical, electrical, PCB, and enclosure design across the entire line.

$0→$1.1M revenueCE certified
Robotics & Hardware

Vision-Guided 6-Axis Harvesting Arm

Rooted Robotics

A 6-axis robotic arm that locates and picks produce using depth-camera vision — custom end effectors, closed-loop motion control, and a perception pipeline running on the edge.

ROS/ROS2 · MoveIt · Pick-and-place
Robotics & HardwareML & CV

Production CV/ML Pipelines

Rooted Robotics

Vision pipelines on Intel RealSense and OAK-D Pro depth cameras with YOLO V5, AWS Rekognition, and Azure Vision — driving crop quality control, yield prediction, and vision-guided harvesting on custom on-site datasets.

YOLO V5 · PyTorch · Edge deploy
ML & CVRobotics & Hardware

Firmware & Motion-Control Stack

Rooted Robotics

All machine firmware in Python and C++ — closed-loop position and velocity control across DC, servo, and stepper motors, conveyors, and linear actuators, bridged from HMI to ClearCore and Siemens controllers.

CAN · Modbus · EtherCAT · Profinet
Robotics & Hardware

Customer Web App & Fleet Dashboard

Rooted Robotics

A Django web application for customers plus a remote dashboard for the deployed machine fleet — live status and logs streamed from Raspberry Pi controllers over Tailscale, hosted on Vercel and AWS.

Django · Vercel · Tailscale · AWS
Robotics & Hardware

The machines

Interactive 3D models of the hardware I designed end to end. Drag to orbit, scroll to zoom.

drag to orbit · scroll to zoom

Tabletop Seeder

Automated tray seeding — singulates and drops seed at high throughput.

  • Mechanical + PCB + firmware
  • CE certified
drag to orbit · scroll to zoom

Tabletop Harvester

Bench-scale automated harvesting of tray-grown crops.

  • Closed-loop motion control
  • Custom end effectors
drag to orbit · scroll to zoom

Tray Washer

Automated wash-and-sanitize station for grow trays.

  • Sole mechanical + electrical design
  • Production-deployed
drag to orbit · scroll to zoom

Push-Through Washer

High-throughput continuous tray washer.

  • Full mechanical design
drag to orbit · scroll to zoom

Channel Washer

Inline wash-and-sanitize for hydroponic grow channels.

  • Conveyor + spray manifold
  • Full mechanical design
drag to orbit · scroll to zoom

Gel Media Filler

Precision dispensing of gel growth media into trays.

  • Metered dosing
  • Mechanical + firmware
drag to orbit · scroll to zoom

Conveyor-Mount Seeder

Inline seeder integrated onto a roller conveyor line.

  • Conveyor-integrated
  • Full mechanical design
drag to orbit · scroll to zoom

Roller-Conveyor Harvester

Conveyor-fed automated harvesting station.

  • Conveyor-integrated
  • Full mechanical design

In action

The machines and the computer vision running — from the pitch reel. Click any clip to play.

CV-driven

Six-Axis Transplanter & Gantry Harvester

A vision-guided six-axis arm on a linear-rail gantry that transplants seedlings and harvests produce — driven end to end by an overhead depth camera and a real-time perception pipeline (detect → localize → pick).

Computer vision

Plant Growth Analysis & Classification

Computer vision for crop quality — leaf-area heatmaps, growth tracking, and per-plant classification from the grow-room cameras, feeding yield prediction and harvest decisions.

Deployment

CEA Automation Integration — Liv Farms

Integrating the automation line into a commercial controlled-environment-agriculture facility — machines, conveyors, and controls wired into a working production flow.

Overview

The Product Line

The shipped product line at a glance — seeders, harvesters, and washers in action.