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<!doctype html>
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    <title>Nick Ding — AI-native builder</title>
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      content="Nick Ding builds AI systems that turn messy data into useful memory. Engineering data pipelines, AI extraction workflows, and realtime coordination products."
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          <span class="hero-line">I build things that</span>
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          AI systems, data pipelines, and realtime mobile products — from architecture diagram to working prototype.
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                <span class="tag tag-sieve">AI & Data</span>
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              <h3 class="project-title">Sieve</h3>
              <p class="project-subtitle">AI knowledge and memory workspace</p>
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                Captures rough knowledge, extracts structured context with AI,
                assembles review packets, and makes approved memory searchable
                with citations.
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                <span class="tag tag-active"><span class="tag-dot" aria-hidden="true"></span>Active</span>
                <span class="tag tag-convoy">Realtime Mobile</span>
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              <h3 class="project-title">Convoy</h3>
              <p class="project-subtitle">Realtime iOS group navigation</p>
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                Private group sessions with shared map state, route and ETA
                context, press-to-talk voice, and clear stop-sharing controls
                for people driving together.
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            <h3>Architecture-first</h3>
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              Start with data models, API contracts, and system boundaries before
              writing UI code. The architecture diagram is the first deliverable.
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            <h3>Verification-driven</h3>
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              Every system claim has a test, contract check, or explicit
              verification note. Rough edges are documented, not hidden.
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            <h3>Honest about tradeoffs</h3>
            <p>
              Shipping means choosing constraints. I document what's deferred,
              what's rough, and why — so technical reviewers see judgment,
              not just features.
            </p>
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