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Focusing on Mamba
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rynald0cst0ltziam/README.md

Hi, I’m Rynaldo 👋

AI Engineer | Plugin developer | Ex-WooCommerce & Automattic (2015-2024) | STSE | Built Mamba | AIKhona

I design and ship production-grade tools that replace manual workflows, improve performance, and scale quietly in the background.


I Work On

WooCommerce systems (caching, infrastructure, plugins) | AI tools (plugins, extensions, internal tooling) | Automation and internal tools for operational workflows


Research & Side Work

I spend time on independent research and exploratory work eg. Number theory and discrete dynamics (e.g. Collatz / 3n+1 and related problems) | Constraint-based approaches to cycle impossibility and structural exclusion | Astrophysics and orbital dynamics, including sungrazing comets. This work is exploratory and research-driven rather than product-focused.


Selected Projects

🐍 Mamba : A Woo-native caching stack focused on real-world store performance and operational simplicity.

👻 Collatz-ghost : A certificate-based 2-adic Collatz cycle pattern prover that analyzes Collatz trajectories in the 2-adic domain, generating verifiable certificates to rule out entire families of nontrivial cycles without brute-force enumeration.

🧮 Beal Conjecture Diophantine Engine : A high-performance C/AVX2 computational engine for targeted searches of the Beal Conjecture, using modular killing sieves and deterministic verification to eliminate candidate solutions at scale.

🌻 Erdős $k=3$ Sunflower Decay Engine : A bitmask-accelerated computational search tool that isolates the $\log(n)$ spreadness artifact in the Erdős-Rado Sunflower Conjecture ($k=3$ Regime), generating verified maximally-dense extremal subsets using simulated annealing.


Technical Domains

Languages : PHP · TypeScript · JavaScript · Python · Go · Rust · C Platforms & Systems : WordPress / WooCommerce (9+ years) · Node.js · Zendesk (Admin + ZCLI) · Docker AI : End-to-end ownership — problem framing, systems, integration, deployment Tooling : Git · WP-CLI · REST APIs · Internal CLIs · Automation pipelines


Background

Spent nearly a decade at Automattic, first as a STSE and later as an AI Solutions Engineer, building internal tools, plugins, and systems used daily by global support teams. Owned AI-related tooling end to end, led high-stakes migrations, and shipped solutions that remain in active use.

Pilot-trained — discipline and precision carry over directly to engineering and research.


Links

🌐 LinkedIn

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  1. Collatz-ghost Collatz-ghost Public

    This tool proves that specific exponent patterns cannot correspond to integer Collatz cycles. Unlike testing individual integers, we enumerate the pattern space — proving structural impossibility.

    Python 1

  2. Beal-Conjecture-Diophantine-Engine Beal-Conjecture-Diophantine-Engine Public

    A high-performance C/AVX2 computational framework for exhaustively searching for counterexamples to the Beal Conjecture — pushing significantly deeper than previous published records.

    C 1