Product builder
From user research to an MVP.
Engineer and startup co-founder, now building with data. I see potential in ideas and take the initiative to make them happen.
Selected work
Ontario Playground Finder
A community-built map of Ontario playgrounds — filter by age group, equipment, surface and amenities before you leave the house.
When Women Rise: At What Age Do Women Reach Leadership?
A SQL study of 24,000 leadership records from Wikidata: at what age women reach the top, and how that compares with men.
Health Tracking Dashboard: Designing Around One Person's Morning
A user-centred design project — one interview, two sketches, a Figma prototype and a Tableau dashboard built for how a real person actually checks her health each morning.
Airbnb in Canada: What Guest Reviews Say About Where People Stay
A three-part Tableau story on Canadian Airbnb listings and reviews — I led the team, sourced and joined the data, and built the review-sentiment analysis in Python.
How I work
Research & product thinking
Talking to users and clients, asking the right questions, and scoping the problem before building anything.
Data & analysis
Turning messy data from many sources into clear answers people can use.
Build & ship
Quick MVPs to test the idea, then a proper rebuild once it proves itself.
Experience
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2025 — 2026
Data & Product Lead (Intern)
PopIn
Schema, Data collection, Dashboards, Workflows.
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2024 — 2025
Big Data Analytics (Post-Grad)
Georgian College
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2021 — 2024
Business Development
COSA Group
Business Development, Operations, Startups
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2018 — 2020
Entrepreneur & Founder
KomraVision
Pitching, Data, Business, Story Telling, Startups
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2017 — 2018
MBA
Indiana University of Pennsylvania
Skills
Product
Data
AI & Automation
Research