About Me
Product and People Leader with 12+ years scaling consumer and enterprise products at high-growth companies like Justworks, Instacart, WorkMarket (ADP), and Rakuten Kobo. I've led cross-functional teams of 15+ engineers, designers, and analysts to deliver products serving millions of users.
Recent Impact
- • Led international workforce management experiences
- • Delivered Enterprise post-order experiences at Instacart
- • Achieved WCAG 2.0 accessibility certification
- • Established satellite offices twice as Site Lead
- • Reduced onboarding timeline from weeks to 2-3 days
Technical Leadership
- • Building AI applications with modern dev tools
- • Full-stack AI development: React, Node.js, Python
- • Deep learning: Transformers, Vector DBs
- • Computer Engineering (University of Waterloo)
Currently exploring AI-first product development through hands-on projects, from building LLM-powered applications to studying transformer architectures. I'm passionate about bridging the gap between technical possibility and user value, especially in the rapidly evolving AI landscape.
Professional Journey
Justworks
Group Product Manager and Site Lead
Integrations, Employer of Record, Site Operations
Instacart
Senior Product Manager
Mobile Enterprise Platform, Enterprise Accessibility
WorkMarket (ADP)
Director of Product and Site Lead
Freelancer Experience (Mobile & Desktop), Employers Managing Talent
Rakuten Kobo
QA → QA Lead → Team Manager → Product Manager
Content Management Systems, iOS, Windows Mobile
University of Waterloo
Bachelor of Science, Computer Engineering
AI Projects
Research with Focus: PMs who Build
Explored differences between conversational LLMs and AI IDEs through hands-on testing & prototyping.
Created self-paced AI learning courses and shared them with PMs in my network (10-15)
- AI Study Guide: Google Doc & Podcast
- AI Tools Landscape: Google Doc & Podcast
Links:
Canada Reverse Income Calculator
A tool to determine necessary gross income based on desired monthly expenses.
AI Goal: Create a simple, fully closed system app with AI-based IDEs
User Problem: What gross income must I make for my expenses/budget?
Solution: Based on the amount a user wants to spend each month, determine the necessary gross income
Links:
Motivation Bot
An AI-powered motivation assistant to help users take action.
AI Goal: Leverage an LLM within an app
User Problem: Unclear on next steps in any situation, and unmotivated
Solution: Provide motivation, action items and historical reference based on a user's current sentiment
Links:
Softball Lineup Creator
A tool to create optimal softball lineups for recreational leagues.
AI Goal: Leverage static & dynamic information & rules to build a softball lineup using AI tools
User Problem: What lineup gives us the best chance of winning this game?
Solution: Create a lineup that has the best chance of winning by leveraging softball player traits, roster rules & attendance. Deploy and make public for everyone playing through this recreation league.
Links:
Calendar Analyzer (In Progress)
AI-powered tool to identify important events and prepare accordingly.
AI Goal: Leverage external data to use with a local LLM
User Problem: What is important for me to focus on this week? How should I prepare?
Solution: Based on key calendar event indicators, determine priority events and how to prep