• Spearheaded product development as the first product hire at a YC backed CRO and histology research platform company, building the product function and defining the product vision and platform strategy across HistoWiz’s internal automation systems (LIMS) and external scientific data platform.

• Transformed a basic image viewer into the AI driven multimodal diagnostics platform PathologyMap, launching 180+ features and growing the user base to 8,000+.

• Identified fragmented research workflows as a major industry bottleneck and built the first open platform integrating histology data, research workflows, and AI analysis, enabling a third party ecosystem

• Partnered with scientific teams to translate complex laboratory processes into software and hardware workflows, operationalizing explainable AI models and automating instrument data capture across research pipelines.

• Led the platform from concept to production while founding and scaling the product function, partnering with executive leadership, engineering, and scientific teams to define product vision, shape strategic roadmaps, and translate complex laboratory processes into scalable software systems informed by extensive user research.

• Executed market research and scrum, created KPIs and user stories, developed business plan, and founded a team to launch a customer facing web (next.js) and native app (ionic), with SQL backend, auth (trello), user analytics, and tracking (fathom).

• Conducted research, interviews, and user testing with 10+ industry partners of varied demographics and performed "follow-me-home", heat-maps, and error logs, prioritizing needs and iterating features directly from user interviews.

• Coded front-end features such as user profile dashboard, storefronts, and marketing website in TypeScript + Next.js (Desktop) & Ionic (Mobile).

• A social payment platform designed for content creators to seamlessly transact between Brands, Agencies, and Audiences.

• Inspired confidence and motivated students through scrum meetings, one-on-one coaching, and taught workshops on software engineering, entrepreneurship, and product development in preparation for a hackathon.

• Launched and scaled a residential architecture + construction consultancy managing end-to-end custom projects delivering $18MM+ (12+/- Projects) annually collaborating with cross-functional experts and a staff of 3 architects and 5 interns on client, investor, and developer work.

• Organized chaos and reduced complexity by collaborating with clients on project goals and specifications, providing extensively detailed documentation, OKRs, 3d visualizations, weekly communication, and delivered solutions to clients matching project vision, budget, and timelines.

• Performed design research, data analysis, and collaborated with experts to identify and incorporate bleeding-edge buildable elements and improve processes eliminating tectonic inefficiencies to lower time & construction costs.

• Created and managed a supply chain sourcing materials globally with cost reductions to clients of $40-$80,000 per $1MM (4-8%).

• Worked alongside jurisdictions (City of Vancouver, City of Richmond, City of Burnaby, and UBC) building case studies, debating building regulations, and assisted clients remedying non-conformance cases.