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Chopinregis/README.md

Regis Benoit Brice Nde Tene

Bilingual AI Systems Builder · Founder, Sovereign Process Architecture Inc. · Open-Source Architecture Educator

Salaberry-de-Valleyfield, Quebec, Canada — French (Native) · English (Fluent)

Portfolio · LinkedIn · YouTube · regisndetene@gmail.com · +1.514.830.6225


What I do

I work at the intersection of two practices: applied AI systems for individuals and small institutions, and governance architecture for AI in high-stakes regulated domains. The connecting thread is a single principle — trust is a product of process, not of content.

I am the founder of Sovereign Process Architecture Inc. (SPA), a federally incorporated Canadian company (Corporation Number 1781822-0, incorporated April 1, 2026) that builds the layer between AI pattern detection and institutionally defensible action. The methodology IP was acknowledged by Innovation, Science and Economic Development Canada (ISED) in April 2026 as part of a formal consultation submission arguing for a Methodology IP Registration category in Canada's IP framework.

In parallel I have a long-running practice as an open-source architectural educator and FreeCAD / Blender BIM contributor. My video tutorials are cited in the official FreeCAD Documentation Repository as authoritative learning material for architectural modeling in open-source tooling.


Sovereign Process Architecture (SPA) — the methodology

SPA is a domain-agnostic specification grammar built on four architectural invariants:

  • Provenance-First Verification — no inference enters the reasoning chain without a traceable source
  • Gate-Ordered Reasoning — later gates cannot bypass earlier requirements; sequence is enforced architecturally
  • Longitudinal Window-Based Truth — truth is a governed trajectory, not a snapshot
  • Deterministic Validation with Prohibited Content Enforcement — specific outputs are structurally blocked at the architecture level, not the policy level

Every SPA-derived system produces an immutable Flight Recorder — a SHA-256 hash-chain verified audit trail. The reasoning chain is reproducible, traceable, and defensible.

Domain deployment specifications

The methodology has been applied across complete deployment specifications in the following regulated and scientific domains. Each is a deployment-ready specification (455+ paragraph document with provenance discipline) and the IP of Sovereign Process Architecture Inc. Linked entries below open the full publicly available specification on GitHub.

Spec Domain Methodology lineage
AviationOS Airline operations AI governance Transport Canada CARs 705, FAA 14 CFR Part 117, EU AI Act Annex III
ProcureOS Pre-commitment procurement governance FAR Part 9, UK Procurement Act 2023, OSFI B-10
FinGovOS Financial services compliance OSFI E-23, BCBS 239, SOX 404, AUSTRAC AML/CTF
GovAccountabilityOS Government accountability claim governance CRA T3010, federal contracts data
WaterOS / Wildfire Treatability Operating System Wildfire-impacted water treatability University of Waterloo / Emelko research lineage
BloomOS / CyanoHAB Protocol Marine biotoxin & freshwater bloom detection WHOI / NOAA methodology lineage
SHI / Soil Vitality Architecture Continental soil health monitoring Soil Health Institute methodology
FogAg Precision agriculture & groundwater
MyROS Mycoremediation enzymatic wastewater treatment Sherbrooke / Prof. Hubert Cabana methodology
MROS Fungal & microbial reactor maturation Johnson-Su methodology
Brioschi Protocol Clinical medical optics & thermography Dr. Marcos Brioschi / AAT
SenescenceOS / Longevity Damage Governance Longitudinal rejuvenation research & longevity damage trajectory governance SENS framework / LEV Foundation methodology lineage
FocusCraftJob Protocol Human labor authenticity verification Validator Node Protocol, production deployment

Demonstrated live to institutional decision-makers:

  • GovAccountabilityOS at Canada's Agency 2026 National AI for Accountability Hackathon (Ottawa, April 29, 2026) — 887 registered participants, in-room demonstration with the Deputy Minister of Technology and Innovation, national livestream audience. Built on 23M rows of real Canadian government data (CRA T3010, federal contracts).
  • ProcureOS to senior procurement officials at the Government of Alberta (April 30, 2026) — Director of IT Goods & Services Procurement and Corporate CIO of the Ministry of Technology and Innovation.

The FocusCraftJob Protocol is the only deployment currently in production. Other specifications are in active institutional outreach with named domain experts; engagement enters through a fixed-scope Phase 1 Governance Gap Assessment.


Shipped applications

  • FocusCraftJob — AI career development platform with the Validator Node Protocol distinguishing genuine human work from AI-generated output. React / TypeScript / Firebase / Gemini API.
  • UseFocusFlow — Commercial freelancer SaaS with full Stripe subscription lifecycle, project management, time tracking, automated invoicing. Multi-tenant Firestore architecture, 99.9%+ uptime.
  • FocusInfoExa — Specialized AI study tool serving Quebec OIIQ nursing exam candidates. Built originally for my mother during her exam preparation; now serves a small group of paying users from her network.
  • CloudCertPro — Reusable factory architecture for domain-specific AI study tools across AWS, Azure, and GCP certification domains.

All four built with Claude as primary development partner, demonstrating production-grade AI-assisted architecture methodology in real commercial environments.


Open-source architecture practice

A long-running practice in the open-source BIM and CAD ecosystem (FreeCAD, Blender, Bonsai BIM, Linux):

  • Official FreeCAD Documentation Repository cites my video tutorials as the authoritative source for architectural modeling in FreeCAD and Blender — see the Video tutorials for architectural design wiki page in the official documentation repo.
  • Listed contributor to the FreeCAD-macros project — Parametric Hatch Generator macro.
  • Active collaborator in the Opening Design public BIM development collective.
  • YouTube channel (Regis Nde Tene) — 5,800+ subscribers, 96+ videos demonstrating professional architectural workflows using entirely open-source tooling.

Selected architectural repositories

  • OS-URBAN-CHIC — Affordable housing blueprint designed for congested 102 m² urban land plots
  • OS-5K.4.5K-CASA / WikiCasa-Shelter-Afrik-5k-4-5k-homes — Entry for the Shelter Afrique 5000 For 5000 Home Competition (low-cost mass-producible housing)
  • Elemental-Quinta-Monroy — Reproduction of Pritzker-laureate Alejandro Aravena's "Quinta Monroy" social housing project, entirely in FreeCAD
  • Dyimba-Residence — Custom small-scale residential design for a private client in Cameroon
  • Cameroonian-Restaurant — Open-source commercial restaurant layout

Recognition & public record

  • Federally incorporated: Sovereign Process Architecture Inc., Corporation Number 1781822-0, April 1, 2026
  • ISED consultation submission: Acknowledged April 27, 2026 by the Marketplace Framework Policy Branch
  • Live demonstration: Agency 2026 National AI for Accountability Hackathon, Ottawa, April 29, 2026 (887 participants, Deputy Minister in attendance)
  • FreeCAD official documentation: Tutorials cited as authoritative learning material
  • Listed contributor: FreeCAD-macros project
  • Public endorsements at Agency 2026: Named in LinkedIn posts by Simon Bergeron (1st place winner, 1,100 participants) and Will Coffey (CEO Pythagorithm.ai, ServiceNow Master Architect, USMC Veteran)

Technical stack

AI & LLM — Anthropic Claude (API, Claude Code), Google Gemini API, OpenAI; multi-provider pipeline design; prompt-chaining and schema-enforced structured output; V0–V7 Validator Node architecture; deterministic gate enforcement

Application development — React, TypeScript, Node.js, Firebase (Auth, Firestore, Cloud Functions, Storage), Stripe API lifecycle, Tailwind CSS; Python (CAD/BIM scripting, FreeCAD macros, Blender addons)

Cloud — AWS Certified Solutions Architect Professional · Google Cloud Certified Associate Cloud Engineer · AEC in Cloud Computing & Networking, Montreal College of Information (2024)

Methodology authoring — SPA Master Specification v2.0 (455+ paragraphs across thirteen domain deployment specifications) with provenance-discipline document architecture


How I engage

Institutional engagement (SPA Inc.) — If your institution has built rigorous methodology and needs governance software that enforces it rather than simplifying it, that is the engagement SPA Inc. is designed for. Phase 1 enters as a fixed-scope, time-bounded Governance Gap Assessment producing a build-or-buy decision with architectural evidence. NDA available; the full SPA Master Specification is released under formal engagement.

Custom AI tool development — I take a small number of individual professional clients per quarter on a fixed-price basis, building specific AI tools that solve specific repetitive tasks for one practitioner at a time. The methodology started with a tool I built for my mother to pass her Quebec nursing certification exam; the same approach is the core of how I build for every client.

Employment — I am open to roles where original methodology thinking and full-stack execution both matter: AI governance architect, applied AI engineer, systems-level technical lead, forward-deployed engineer. Bilingual French/English. Canadian citizen, security clearance-eligible. Open to TN visa relocation for the right role.

Reach me: regisndetene@gmail.com · +1.514.830.6225


Trust is a Product of Process, not of Content.

语境生义 — Context creates Meaning.


© 2026 Regis Benoit Brice Nde Tene · Sovereign Process Architecture Inc. — Corporation Number 1781822-0

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  1. OS-URBAN-CHIC OS-URBAN-CHIC Public

    An affordable house that fits on a 102sqm land for congested urban settingsd

    1

  2. OS-5K.4.5K-CASA OS-5K.4.5K-CASA Public

    5000 For 5000 Home Competition by Shelter Afrique.

    1

  3. Dyimba-Residence Dyimba-Residence Public

    Small residential project for Cameroonian Client

    1 2

  4. Cameroonian-Restaurant Cameroonian-Restaurant Public

    1 1

  5. WikiCasa-Shelter-Afrik-5k-4-5k-homes WikiCasa-Shelter-Afrik-5k-4-5k-homes Public

    Design of the The 5000 For 5000 Home Competition promoted by shelter afrique.

    Python

  6. Examples Examples Public

    Forked from FreeCAD/Examples

    A storage location for all kinds of example FreeCAD files