engineered signal from noise

I build products from zero to shipped.

Full-stack engineer focused on AI-native tools, creator workflows, and interfaces that feel alive. Backend systems, polished frontends, taste applied at every layer.

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01Selected Work

Things I’ve shipped.

Products I've built or been a part of - shipped to tens of thousands of users.

02Signal Trace

Where I’ve been.

2020–2024

McMaster University

Software Engineering. Built side projects between problem sets and started shipping things people actually used.

03Engineering Philosophy

How I think about the craft.

  • 01

    Product taste

    The first 5 seconds tell you whether something is built by someone who cares. I optimize for that signal.

  • 02

    Shipping speed

    I’d rather ship a small thing today and learn than design a perfect thing for a month and not.

  • 03

    Systems thinking

    Behind every feature is a graph of states, costs, and tradeoffs. I draw it before I write it.

  • 04

    UX polish

    Type sizes, transitions, copy, error states. The 1% that nobody asks for but everyone feels.

  • 05

    AI-native workflows

    LLMs aren’t a feature, they’re a substrate. I design loops where users get smarter with the product, not just from it.

04Contact

Want to build something sharp?

Open to founding-engineer collaborations, AI-native product work, and freelance with teams that ship.