AI engineer · ClawBuilders.club founder · Toronto
I design and ship agent systems and the interfaces people use to work with them. I also run Toronto's AI builder community.
Worked with teams from Series A startups to enterprise
Projects you can open, from community platforms to growth case studies.
Founder, full-stack Rust, 2026
A platform where builders publish agents from any harness, battle them on a live ELO ladder, and run 20-task benchmarks that show which task failed and why.
Dioxus web app on WebAssembly, SpacetimeDB backend, an agent CLI with a CI gate, and Workers AI through AI Gateway.
Case study, growth design engineering, 2023
How mobile-first templates, analytics on 300+ pages, and steady A/B testing took sign-ups from 650K to 1.1M.
A Series B healthcare company, and the work that shaped how I think about growth and product.
Case study, UX research, 2024
Research and design for a hub that connects Toronto's fintech founders, events, and resources.
Design thinking, behavioural economics, and a reusable design system.
Outside work I run hands-on build nights, organize meetups, and mentor people moving into AI. It keeps me close to what builders are actually shipping.
Toronto chapter organizer in a worldwide community of 250K+ members. Locally, 100+ events for 500+ builders and founders.
A hands-on AI agent community with 600+ newsletter subscribers and five build nights, backed by Cloudflare, Rootly AI, Stan, and Ideogram.
ADPList Top 10 Growth Design Mentor milestone. 56 sessions and 2,050+ minutes of mentoring on AI and design engineering.
View the mentoring milestoneS1:E5, October 1, 2026
100 builders joined Cloudflare and Rootly for an evening of agent experiments and live demos, from code review to QA and creative tools.
Read the recapS1:E2, with Mackenzie Dérival
A session with 20+ advanced builders, connecting agents to image generation and sharing demos of posters, thumbnails, and creative assets.
Read the recapS1:E4, with Stan and Cloudflare
A hands-on workshop on agent wallets, purchase approvals, and content workflows through Stanley MCP, built alongside co-hosts and the community.
View the workshop
Panelist
Panelist
Guest speaker
Notes on AI engineering, design experimentation, and building communities.
AI engineering, with Karthik Arjun B.
A look at agent composition, approval flows, and generative interfaces, with practical examples for AI SDK 6.
University of Toronto guest lecture
Connecting psychology, product decisions, and A/B testing through examples shared with students.
Product and community
Why trust and community matter for finding and keeping customers as building products becomes more accessible.
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