I've been the technical person in business rooms and the business person in technical onesI'vebeenthetechnicalpersoninbusinessroomsandthebusinesspersonintechnicalones
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Co-Founder@ OroJan 2026 - Present Toronto
engineeringproductgrowthops
Launched an AI fashion stylist to 2000+ organic downloads across mobile and SMS.
Launched an AI fashion stylist to 2000+ organic downloads, developing the mobile app alongside a Twilio SMS agent with state-machine orchestration and durable conversation memory in Redis and PostgreSQL
Improved outfit recommendation quality 15% by building a computer-vision pipeline for clothing attribute extraction and a hybrid recommender using embeddings, cosine similarity, and co-occurrence reranking
Improved reliability across 4 production AI surfaces by building an eval harness that blocked unsafe releases in CI and an agent observability console for tracing state, LLM calls, failures, and cost at each step
Improved deployment reliability and scalability by provisioning production infrastructure in Terraform, with autoscaling AWS ECS services and ephemeral GitHub Actions runners for migrations and deploys
Grew first-time downloads 147% in 90 days through App Store Optimization and keyword iteration
Drove 2000+ downloads, 520k+ organic views, and industry invitations to Toronto Fashion Week by running a build-in-public content strategy in the fashion niche across Instagram, TikTok, and LinkedIn
Converted waitlist into 862 subscribers at a 60% open rate by writing newsletters on an in-house platform
Cut manual marketing production time 80% by building 3 internal LLM agent workflows, with human review gates, to automate newsletter production, content generation, and design-system-to-code sync
Campus Leader@ NotionAug 2026 - Present Waterloo
growthops
Scaling Notion in Waterloo by hosting events, building templates, and creating content
Reached 1.2M+ impressions through multi-channel distribution for four startups.
Reached 1.2M+ impressions by running multi-channel distribution on a weekly editorial cadence across LinkedIn, Instagram, TikTok, X, Reddit, and Pinterest, adapting format and voice to each platform
Ran UGC program on GenTube's company account and ghost-wrote the founder account as thought leadership
Drove 130k impressions on Polarity's top-performing post by repositioning content based on performance data
Software Engineer Intern@ RocketMay - Aug 2026 Remote
engineeringproduct
Built an AI skill registry for 5,400+ engineers at zero infrastructure cost.
Built and rolled out a company-wide AI skill registry for 5,400+ engineers, replacing a legacy platform at zero infrastructure cost after 3 iterative releases tested with 300+ engineers
Cut manual QA time by 75% by building an agentic workflow translating user flows into Playwright tests
Reduced site latency by 55% for 600k+ monthly visitors using Next.js and Payload CMS, caching production content while preventing stale updates after content changes
Migrated 20 React components to a new design system used across 32 downstream applications
Scoped, designed, and prototyped an internal innovation platform in 6 weeks, enabling engineers to surface promising side projects and internal tools to senior leadership for sponsorship and organizational backing
Product Manager@ UW BlueprintApr - Aug 2026 Waterloo
productops
Led 10 engineers and designers to build an event management platform for a nonprofit serving 10k+ members.
Led 10 engineers and designers across 7 sprints to build an end-to-end event management platform for a nonprofit serving 10k+ members, centralizing event discovery, creation, registration, administration, and analytics
Reviewed 84 product screens for technical feasibility before engineering handoff, collaborating in Figma with designers to resolve edge cases, define interactions, and keep implementation aligned with product requirements
Led client discovery and requirements gathering, translating nonprofit needs into PRDs and engineering specs that defined system behavior, edge cases, and acceptance criteria before development
Growth & Operations@ 1851 LabsApr 2026 Toronto
growthops
Scaled to 500k+ users
Gained 550k+ impressions across 6 social channels
Defined the brand narrative and standardised the hiring pipeline
Founder & Chief Executive Officer@ The Pink StairsJun 2024 - Dec 2025 Toronto
growthops
Built a community reaching 8M+ girls across 26 countries.
Reached 8M+ girls across 26 countries through audience-first positioning, leading content with the feminist movement rather than the organization itself and scaling into new markets organically
Grew social channels to 30M+ views and 11k+ followers by producing and distributing every asset in-house
Scaled operations to 300 volunteers by structuring tiered departments with defined roles and onboarding
Distributed 820 care packages to domestic violence survivors
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Open to product and engineering roles, and being convinced otherwise. Always up for side quests.
