Lab

Still building,
still learning.

Working demos you can try in your browser, each with tests or an evaluation, and public code.

Lab · Master data management

Who is who? MDM, in your browser.

Ten messy customer records, three source systems. Watch probabilistic matching, survivorship and householding work live — and move the sliders to see every decision change.

Lab · Knowledge graphs

Who's who in research? Ask the graph.

Resolve 221 messy author mentions into 24 people, explore the knowledge graph, then see Claude answer questions from it through GraphRAG — 15/15 on its evaluation, with every query on show.

Lab · Applied AI

A RAG assistant, measured.

A finance-policy assistant on Amazon Bedrock with Claude: it cites every answer, refuses rather than guesses, and is scored against a fixed test set — 20/20 on retrieval, 3/3 correct refusals.

Contact

Let's talk.

I'm based in London, UK. Whether it's a leadership role, an advisory engagement or a transformation that needs shaping — my inbox is open.

srini.vankee@gmail.com
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