Case studies

Long-form notes on the systems that taught me the most — the decisions, the tradeoffs, and what I'd change next time. Hand-written, like the rest of this site.

Trust in AI voice systems

Designing trust into an AI voice companion

Tether: real-time audio over a Go WebSocket API, transcript-backed summaries, and the product decisions that keep distance care from turning into surveillance.

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Forward-deployed · internal tooling

Replacing spreadsheets with a production data platform

Quantum Opus: embedding with engineering and ops, mapping how teams actually moved data, then shipping ingestion, validation, and dashboards that fit them.

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Forward-deployed · Palantir Foundry

Turning an AIS firehose into an analyst's triage queue

A maritime intelligence prototype: modeling messy, high-volume vessel data into an Ontology, validating the stream, and shipping a triage view analysts trust.

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