/projects

Things I've built

A decade of work across AI, robotics, hardware, and the occasional side hustle. Most of these shipped to real customers; a few are still in the wild.

01

Caper — Instacart

Senior Product Manager · 2025 – present

Leading edge AI, sensor fusion, and computer vision for Instacart's AI-powered shopping cart, deployed across the US, Australia, and Europe. Building the ML infrastructure and multimodal fusion models that help the cart understand what's in it — with work showcased at NVIDIA GTC.

  • edge AI
  • computer vision
  • sensor fusion
visit caper
02

On-Grid Robot Pick — Ocado

Head of Product · 2021 – 2025

Scaled OGRP from prototype to a robotic picking system in full production. Led the product roadmap through major speed and cost improvements that unlocked the platform's unit economics — partnering with hardware and software engineering to coordinate delivery across business units.

  • robotics
  • hardware
  • grocery automation
on-grid robotic pick
03

Bon Sang! Wines

Co-Founder · 2023 – present

Natural winery producing low-intervention, no-additive wines from North America's indigenous hybrid grapes. 3 vintages and 8 cuvées under our belts, poured at numerous restaurants around Ontario and featured in collaborations with large brands. Built on weekends with friends and family.

  • founder
  • wine
  • ops
bonsangwines.com
04

ecobee SmartCamera

Senior PM, ecobee · 2019 – 2021

Led hardware and software development for ecobee's entry into home security — from concept through manufacturing scale. Shipped a voice-controlled camera with privacy-first defaults, managing vendors across Canada, Taiwan, China, and Malaysia.

  • consumer hardware
  • IoT
  • computer vision
ecobee.com
05

ecobee Smart Doorbell

Senior PM, ecobee · 2019 – 2021

Built the business case through competitive analysis and user research, shaping the smart-doorbell product that ecobee ultimately shipped. Defined the hardware platform and software experience for a category ecobee hadn't played in before.

  • consumer hardware
  • product discovery
ecobee.com
06

ecobee SmartSensor

Senior PM, ecobee · 2019 – 2021

Drove SmartSensor (and its doors-and-windows variant) from DVT through mass production at high volume. Launched to strong ratings across major retailers. Owned the end-to-end product line — hardware, firmware, app experience — for a cornerstone of the ecobee ecosystem.

  • consumer hardware
  • IoT sensors
ecobee.com
07

RockMass Technologies

CEO & Technical Co-Founder · 2016 – 2018

Turned university research into a commercially viable LiDAR + SLAM product for the mining sector. Graduated HAX (Shenzhen), the top hardware accelerator, and ran pilots with early-adopter mining customers.

  • founder
  • LiDAR / SLAM
  • hardware