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Achievements

Achievement: StarstruckAchievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLO

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Daniele-Cangi/README.md
Systems fail where assumptions begin.

Independent Systems Researcher & Builder

Build → Measure → Attack assumptions → Verify → Restrict claims → Harden

Current work

XCP Studio

An experimental source-to-target adaptation system using Xbox Series X as a real constrained execution target.

XCP began as a deterministic compute worker and evolved into a broader system for source observation, Typed Semantic IR, constrained target execution, differential analysis, causal attribution and evidence-bound equivalence.

Development is currently private; selected research artifacts and reproducible evidence may be released separately.

WorldLoop

A procedural CAD and world-generation system for Roblox.

WorldLoop evolved from an architecture generator into a CAD-first system for creating editable buildings, terrain and procedural environments, with deterministic delivery into Roblox Studio.

Mentioned in Awesome MagicTools

Other product work

Co-author — LLegal

Legal evidence and state infrastructure built around Danish legal sources, combining authority-aware retrieval, temporal validity, document analysis and provenance.

Co-author — Roomee

A Denmark-focused roommate and room-matching platform with server-authoritative matching, privacy controls and mobile product infrastructure.

Hugging Face · LinkedIn

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  1. Alchimista Alchimista Public

    Self-hosted AI governance, document intelligence, RAG, privacy and auditable decision evidence — with local-first deployment and optional Full Rizzo PII detection.

    Python 9 2

  2. civic-nightmare civic-nightmare Public

    A surreal 16-bit political satire RPG built with Godot.

    GDScript 16 3

  3. Derivative Derivative Public

    Computational invention engine with Forge: builds software from natural-language requirements, runs it in isolation, and packages only independently validated builds.

    Python 7

  4. Aurora Aurora Public

    C++20 research system for adaptive FEC, cross-layer control, and resilient heterogeneous networking under energy and link constraints.

    C++ 7 1

  5. Neural-Continuity Neural-Continuity Public

    Tests whether ML models preserve their behavior after conversion, quantization, or other transformations.

    Python 6

  6. GeoLens-Europa GeoLens-Europa Public

    Experimental spatial evidence engine: real rainfall, terrain, land cover and stormwater infrastructure into traceable runoff and downstream physical state.

    TypeScript 5