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The Euro System as a (19,9,3,3)-System

Open-source framework for cryptography & data analysis

Open Source
Fintech
Developer Tools
GitHub
Visit WebsiteSee on Product HuntGithub

Hunted byBilal el Issaoui Bilal el Issaoui

The entire system can be written as a single formula: N = 19A + 9B + 3C + 3D where A, B, C, D count the denominations in each layer. The coefficients 19, 9, 3, 3 are not arbitrary — they satisfy 19 ≡ 1 (mod 9), and each divides the next. For any amount N (in units of €0.10), the minimal starting value is always: A₀ = N mod 9 Computed in O(1).

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I started this project from a simple observation: numbers that look random often hide deep structure. The 19-9 system began as a personal exploration — mapping how integers decompose under modular constraints — and evolved into a complete framework with direct applications in cryptographic key generation and number-theoretic analysis. What began on paper (and a weak phone running Python scripts) is now a formalized system with published proofs on Zenodo and an open-source implementation on GitHub. The core insight: certain integer representations act as "fixed points" where linear and quadratic growth converge — a property with implications for efficient key derivation and pattern recognition in large datasets. I'm now looking to scale this from a solo research project into a deployable tool. If you're building in fintech, cryptography, or data infrastructure — or if you see structural beauty in numbers the way I do — I'd love to hear from you. Open to feedback, collaboration, and conversations with investors who understand that deep structure, not hype, is what lasts. El issaoui, B. (2026). The Euro System as a (19,9,3,3)-Representation System. Zenodo. https://doi.org/10.5281/zenodo.2... el Issaoui, B. (2026). N = 25A + 12B | 25 = 1 (mod 12) | 🕐. Zenodo. https://doi.org/10.5281/zenodo.2... el Issaoui, B. (2026). p ≡ 1 (mod q). Zenodo. https://doi.org/10.5281/zenodo.2...

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About The Euro System as a (19,9,3,3)-System on Product Hunt

Open-source framework for cryptography & data analysis

The Euro System as a (19,9,3,3)-System was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #38 on the daily leaderboard. The entire system can be written as a single formula: N = 19A + 9B + 3C + 3D where A, B, C, D count the denominations in each layer. The coefficients 19, 9, 3, 3 are not arbitrary — they satisfy 19 ≡ 1 (mod 9), and each divides the next. For any amount N (in units of €0.10), the minimal starting value is always: A₀ = N mod 9 Computed in O(1).

The Euro System as a (19,9,3,3)-System was featured in Open Source (68.4k followers), Fintech (47k followers), Developer Tools (512.9k followers) and GitHub (41.2k followers) on Product Hunt. Together, these topics include over 119.2k products, making this a competitive space to launch in.

Who hunted The Euro System as a (19,9,3,3)-System?

The Euro System as a (19,9,3,3)-System was hunted by Bilal el Issaoui . A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

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