Amsterdam

Manoj Mallick

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@manojmallick

🏆 5x Hackathon Winner · GenAI Engineer @ ING & HCLTech · Founder of SigMap · Open Source Builder · 15+ yrs in software & fintech · Amsterdam 🇳🇱

sigmap. 97% token reduction for AI coding sessions — zero deps, 31 languages, MCP server

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botpress-platform-webchat. A native web chat for your Botpress bots

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barber-shop-api. barber-shop-api

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copilot-ci-doctor. JavaScript

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guardian. AI-Governed Incident Response for Regulated Financial Systems

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sigmap.nvim. SigMap AI context engine — Neovim plugin. :SigMap, :SigMapQuery, statusline widget, auto-run on save. 96.9% token reduction, 80.0% hit@5.

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sigmap-vscode. SigMap AI context engine — VS Code extension. 96.9% token reduction, 80.0% retrieval hit@5, 29 languages. Works with Copilot, Claude, Cursor, Windsurf, Gemini.

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sigmap-benchmark-suite. 240-Repository AI Context Extraction Benchmark Dataset - 30+ languages, 96.2% avg token reduction, CC-BY-4.0

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barber-shop-client. barber-shop-client

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cursorpilot-os. CursorPilot: Actions SDK AI Control Surface

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demo-repo. JavaScript

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