An internal research copilot for a venture fund.
Retrieval, context model, and voice for analysts querying private research libraries.
Work
A short list. Each engagement runs from strategy through shipped work — I don't hand off for others to finish.
Better AI starts before the model.
Aperture benchmarks document ingestion pipelines so teams can choose the highest-performing architecture using evidence instead of assumptions.
Retrieval, structured outputs, and safety guardrails, built end to end as founder.
First-run strategy and shipped prototype for a generative creative tools company.
Narrative system, visual direction, and launch copy for a generative AI company.
Retrieval, context model, and voice for analysts querying private research libraries.
Primitives, documentation, and adoption across a 60-person product organisation.
Brand foundation at pre-seed — name, visual identity, and launch messaging.