Introduction
Client and personal builds — one year at a time.
Designed a secure role-based backend so cases, lawyers, and admins stay in sync — with multilingual content and accessibility baked in from the start.
Shaped a modular backend for training content and progress tracking so athletes get the right material without the system slowing down.
Built an API-first ordering backend so menus, carts, and payments stay reliable when traffic spikes.
Made the platform feel instant for tens of thousands of learners — Redis caching, cleaner queries, and a payment flow that just works.
Roles, responsibilities, and the systems I helped ship.
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Writing from the MarginTop desk — filtered to my posts.
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AI just made it easier to hide. A developer ships five pull requests before lunch. Another spends the day fixing a production bug, closing a security hole, and killing a…
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