ap / engineering archive
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In progress, as always.

New Delhi, India · Updated 27 October 2026

Fewer promises. Better evidence.

I’m working on reliable RAG evaluation: separating retrieval coverage from answer quality, testing graph expansion honestly, and making failures visible.

Since October 2026, I’ve been a Tech Innovation Intern at The Apprentice Project (TAP), working remotely on application development, integration testing, and internal tooling.

Alongside ConceptGraph, I’m building Relay: a support-investigation prototype with scoped tools, evidence checks, a persistent queue, and human approval. I’m separating scripted regression results from live-model quality as I evaluate it.

Outside the terminal: running, badminton, F1, and engineering reading.

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Build something small. Understand it deeply. Make it a little better.
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