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Coding

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tirth8205/README.md

Tirth Kanani

I am an AI engineer and technical founder based in London. I build production-grade tools and products that developers actually use. I created code-review-graph, an open-source developer tool that has reached over 19,000 GitHub stars and 1,900 forks. Shipped as a Claude Code plugin with full MCP server integration, it uses Tree-sitter AST parsing across 23 languages to build a persistent incremental knowledge graph. It re-indexes a 2,900-file monorepo in under two seconds and delivers 6.8 times average context compression, up to 49 times on large monorepos. I published reproducible benchmarks on real repositories including httpx, FastAPI and Next.js, added a D3.js visualisation, and maintain an active community that shapes its roadmap.

As sole technical founder I also shipped CrumbleUX, a real-time VLM product for design critique, from initial idea to paying customers in weeks. I worked in the University of Birmingham HCI and AI Lab building evaluation pipelines and Graph Neural Networks for multi-agent reliability.

I won first place at the Epiminds Multi-Agent Hackathon 2025 with SupplyMinds and open-sourced MERIT and Jailbreak-Eval, my evaluation and red-teaming frameworks.

Get in touch at tirthkanani18@gmail.com. You can also find me on LinkedIn, on my website, or on GitHub.

Building reliable AI that scales — always iterating.

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    GraphMinds: A Python project exploring graph-based algorithms and AI models.

    Python 8 3

  2. code-review-graph code-review-graph Public

    Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-rep…

    Python 19k 2k

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