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gvsambhu/README.md

Eighteen years building enterprise software, most recently as Director of Enterprise Architecture — I joined a SaaS platform at early product stage, scaled it into production, and set architecture governance across eight customer implementations. The through-line under all of it is AI built on deterministic foundations, from an NLP question-answering thesis at IIT Delhi in 2007 to the tools I ship now. I write architecture as much as I review it; the work below is public.

Selected work

codeograph — A deterministic knowledge graph of a codebase with LLM enrichment layered on top: AI as augmentor, not engine. The bet is a reproducible core held accountable by an eval framework, telemetry, and a cost-safety floor — production discipline, from v1.

bantumi — A Mancala game with a classical minimax + alpha-beta AI opponent. Shipped in 2014; still around 4.7★ across 120+ reviews after a decade of strangers judging whether it holds up.

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  1. codeograph codeograph Public

    Reads a Java/Spring Boot codebase into a deterministic knowledge graph (AST + complexity + Spring semantics) and renders idiomatic TypeScript/NestJS source.

    Python

  2. bantumi-showcase bantumi-showcase Public

    Bantumi — a Mancala board game for Android with an AI opponent (classical minimax + alpha–beta). Live on Google Play for 10+ years at 4.7★ across 120+ reviews. Architecture, AI algorithm design, an…