Services
Five ways I help. They share one spine: the method behind them, systems built so you can see what is verified, what is guessed, and what is still open. Pick the one closest to your problem, or just tell me what you are stuck on.
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Research graphs
A research graph is a navigable map of a topic that grades every claim as confirmed, alleged, or rumoured and tells you what to dig into next. I build them as evidence-graded, audited knowledge graphs you can open, search, and keep growing.
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Knowledge portals
A knowledge portal is a members-only research surface that lets buyers and customers answer their own questions, with cited answers grounded in your content. It qualifies leads, handles repeat questions, and takes load off your sales engineers. Here is what I build, with proof from a live paid portal.
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Quant platforms
A quant research platform turns evidence, screening, and downside analysis into something you can audit. I build deterministic screens, scoring you can read as plain arithmetic, and LLM analysis kept behind a type-enforced barrier, with a full audit trail of every model call. The judgement stays human. The system makes the evidence and the downside legible.
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Agentic pipelines
An agentic pipeline is a multi-step system where a language model is one replaceable component, wrapped in typed adapters, schema-constrained outputs, audit logs, and review stages. I build them so the model can change without breaking the guarantees around it.
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AI for agencies
I work behind the scenes for agencies whose client wants AI and whose team needs the depth to build it properly. I slot into your team, build the AI system end to end, or rescue a stuck build. White-label, with a harness your team can maintain. Proof from live products, not a pitch deck.
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