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Ernest Nkunzimana – ACEIoT-WISENeT: HSP-PCB Board⚓

🔐 Human-Sovereign Privacy & Security PCB (HSP-PCB)

A verifiable, repairable, privacy-first hardware trust anchor for sovereign IoT and edge systems.

Master of Science in IoT – Wireless Intelligent Sensor Networks (WISENeT)
University of Rwanda – African Center of Excellence in IoT (ACEIoT)
Digital Fabrication & Secure Systems Design Intensive

ORCID: 0009-0007-2107-6572 | GitHub: @ernestonkunzimana | Repository: HSP-PCB-board

Open 9-Day Activities View Day 9 Final Documentation

🛡️ Security by Design

Hardware tamper detection, secure key handling, and transparent threat modeling.

🧩 Modular Architecture

Integrates with edge gateways, sensor nodes, and sovereign IoT deployments.

♻️ Repairable Lifecycle

Designed for maintainability, long-term use, and community-level serviceability.

Quick Navigation⚓

👨‍💻 About Ernest⚓

Ernest Nkunzimana is a Secure Embedded Systems Engineer and Edge Intelligence Researcher based in 🇷🇼 Kigali, Rwanda.

With a foundation in Electronics & Telecommunication Engineering, fiber-optic infrastructure, and wireless networking, his work now focuses on:

  • Secure Embedded Systems (C / Rust / ARM / RISC-V)
  • Edge AI & TinyML for IoT
  • Wireless Intelligent Sensor Networks
  • Hardware Root of Trust & Cryptographic Design
  • Privacy-Preserving & Sovereign Infrastructure
  • Digital Fabrication & Open Hardware Systems
  • Federated & Offline-First Architectures

His mission is to design verifiable, repairable, sovereign digital infrastructure that stores, processes, and protects African data within African-controlled systems.

He operates at the intersection of:
Embedded Systems × Secure Networking × Edge Intelligence × Sovereign Architecture

🌍 Strategic Vision⚓

Ernest's long-term research direction focuses on:

✅ Secure Distributed Edge Intelligence Systems
✅ Hardware-Level Privacy & Tamper Resistance
✅ Decentralized Infrastructure for Smart Cities & Healthcare
✅ AI-Enhanced Sensor Networks with Minimal Cloud Dependency
✅ Sovereign Digital Ecosystems for Africa

The HSP-PCB is a foundational step toward that vision.

📋 HSP-PCB Project Overview⚓

The Human-Sovereign Privacy & Security PCB (HSP-PCB) is a hardware-level security module designed to restore trust in connected systems.

It provides:

🔐 Hardware-based tamper detection
🔑 Secure cryptographic key storage
🧩 Modular integration for IoT devices
🛠 Repairable & auditable open hardware design
🛰 Edge-first deployment capability

🎯 Why HSP-PCB Matters⚓

The Problem⚓

Modern digital systems depend heavily on opaque supply chains and centralized cloud infrastructure. Users lack control, verifiability, and long-term repairability.

The Solution⚓

HSP-PCB provides a physical trust anchor for secure IoT ecosystems—designed to be:

  • Verifiable — Fully open schematics & transparent threat modeling
  • Tamper-Resistant — Physical intrusion detection & secure enclosure
  • Modular — Deployable across vehicles, homes, sensor nodes, and edge gateways
  • Recoverable — Designed for community-level repair & maintenance
  • Sovereign — Supports local processing with minimal cloud dependency

📊 Technical Specifications⚓

Specification Value
Form Factor Credit-card slice profile (<2.5mm)
PCB Material FR-4 / sustainable alternatives
Dimensions 85mm × 54mm × <2.5mm
Security Role Tamper detection + hardware key storage
Architecture Goal Edge-first, offline-capable
Fabrication Workflow PCB milling → CNC enclosure → 3D prototyping → Assembly
Design Stack KiCad • FreeCAD • Fusion 360
Duration 9-day intensive

🔧 Technologies & Tools⚓

Embedded & Systems⚓

C • Rust • ARM Cortex-M • ESP32 • Secure Boot Concepts

Design & Fabrication⚓

FreeCAD • KiCad • Fusion 360 • CNC • PCB Milling • Laser Cutting • 3D Printing

Infrastructure⚓

Git • GitHub • GitHub Actions • MkDocs • Linux (Fedora-based workflow)

🧠 Research Direction Expansion⚓

HSP-PCB is a prototype toward:

✨ Hardware Root-of-Trust Modules
✨ Edge AI Secure Gateways
✨ Offline-first IoT Systems
✨ Secure Smart City Infrastructure
✨ Distributed Health Monitoring Nodes

🚀 Projects Under Development & Research Roadmap⚓

👉 Full Portfolio & Project Roadmap:
https://github.com/ernestonkunzimana?tab=repositories

Below are key projects currently under development or strategic planning:

1️⃣ Human-Sovereign Privacy & Security PCB (HSP-PCB)⚓

Abstract:
A hardware root-of-trust module that enforces human sovereignty, privacy, and data dignity at the hardware layer. The HSP-PCB ensures that personal data remains under user control, regardless of operating systems, network infrastructure, or vendor/server policies. It combines secure identity, hardware-enforced consent, cryptographically auditable recovery policies, and a failure model that preserves dignity and data sovereignty.

Current Status:
Concept validated, architecture spec drafted with state machine, mitigation matrix, and hardware reference.

Roadmap:

  • Q1–Q2 2026: Hardware reference prototype design + secure element selection + BOM refinement
  • Q3 2026: First silicon / FPGA prototype
  • Q4 2026: Trusted firmware + recovery engine coding
  • H1 2027: Integration with Android API layer + host mediation
  • H2 2027: User lab testing + security audit
  • 2028: Pilot deployment (security-focused markets, NGOs, healthcare)
  • 2029–2030: Standardization & ecosystem integration

Key Technologies:
Secure elements (EAL5+), hardware consent engine, tamper detection, policy engines, offline networking, recovery policy mesh.

Impact Goals:

  • 50M users with hardware sovereignty by 2030
  • Global hardware privacy baseline influence

2️⃣ Aetha – Pan-African Sovereign Cloud Infrastructure⚓

Abstract:
A federated, sovereign cloud ecosystem that advances AU Agenda 2063, prioritizing data sovereignty, AI-native infrastructure, and African governance models. Aetha supports digital industrialization with localized data hosting, cross-border governance, and ethical AI infrastructure.

Current Status:
Strategic blueprint completed; governance and policy frameworks underway.

Roadmap:

  • 2026: Regional training centers prototype + policy working group
  • 2027: First sovereign edge region deployment (Rwanda + neighbors)
  • 2028: Continental network fabric + federated governance council
  • 2029: AI-native node grid + interoperable sovereign services
  • 2030: 80% digital inclusion target milestone

Key Technologies:
Federated cloud fabric, AI workload orchestration, sovereign identity integration, policy engines.

Impact Goals:

  • 500,000+ new tech jobs
  • 80% digital inclusion on participating regions

Abstract:
An emergency connectivity + smart city infrastructure that deploys resilient communication nodes (including HSP-PCB integration) to underserved regions. Focus on disaster response, healthcare, and governance access continuity.

Status:
Initial planning and stakeholder alignment.

Roadmap:

  • 2026: Field integration prototype (edge nodes + HSP-PCB)
  • 2027: Rural district pilot
  • 2028: Full resilience grid + mesh fallback
  • 2029–2030: Cross-border SkyLink mesh expansion

Key Technologies:
Mesh networking, adaptive radio, edge compute, disaster response AI.

Impact:
Reduced connectivity blackout periods, improved emergency response time.

Abstract:
A smart agriculture platform that leverages IoT, AI, and sovereign connectivity to enhance climate resilience, precision agriculture, and supply chain traceability for Rwandan farmers.

Status:
Concept and ecosystem partnerships in early stage.

Roadmap:

  • 2026: Sensor network testbeds + data policy alignment
  • 2027: Pilots with smallholder farms
  • 2028: AI-driven climate modelling
  • 2029: Nationwide agricultural digital infrastructure
  • 2030: Regional expansion

Technologies:
IoT, AI edge analytics, satellite and mesh comms, data sovereignty integration.

Impact:
Higher yields, climate adaptation, farmer income stabilization.

4️⃣ Aether Vision — Ethical AI-Powered Drone System⚓

Abstract:
A stealth, AI-empowered drone platform designed to support ethical surveillance alternatives and autonomous operations for agriculture, disaster response, and environmental monitoring, with trust and transparency at its core.

Status:
Design requirements, ethical framework under development.

Roadmap:

  • 2026: Ethical design specification + autonomy baseline
  • 2027: Prototype airframe + onboard AI
  • 2028: Field trials (agriculture & environment)
  • 2029: Catalyst for AI-centric avionics
  • 2030: Scaling for mixed civil applications

Technologies:
AI perception stacks, flight autonomy, ethical telemetry, secure HW control.

Impact:
Safer, non-exploitative UAV operations aligned with local governance.

5️⃣ Ethical Resource Extraction Framework⚓

Abstract:
Decentralized, transparent technologies for ethically governed resource extraction — leveraging blockchain, AI, and secure hardware to ensure community empowerment, environmental accountability, and benefit sharing.

Status:
Framework design phase.

Roadmap:

  • 2026: Policy and governance framework
  • 2027: Pilot in select mineral regions
  • 2028: Blockchain-backed traceability
  • 2029: AI risk assessment deployment
  • 2030: Multi-stakeholder platform launch

Technologies:
Blockchain traceability, AI governance, HSP-PCB-backed node trust.

Impact:
Fair resource value distribution, ecosystem protection, community sovereignty.

6️⃣ Health AI Developer Foundations (HAI-DEF)⚓

Abstract:
A suite of open-weight medical AI models and tools designed for privacy-first healthcare support, enabling deployable, sovereign medical AI solutions across devices and cloud infrastructures.

Status:
Models like MedGemma, MedASR, MedSigLIP, TxGemma, HeAR, and Path Foundation are already defined and available.

Roadmap:

  • 2026: On-device optimization + HSP-PCB integration for secure inference
  • 2027: Clinical pilot deployments
  • 2028: Integration into sovereign health cloud nodes
  • 2029: Local model training ecosystems
  • 2030: Pan-African health AI fabric

Technologies:
Medical AI, on-device inference, secure pipelines.

Impact:
Improved healthcare access, privacy-preserving clinical tools.

🗺️ Cross-Project Strategic Themes⚓

Theme Projects Tied Strategic Impact
Sovereignty by Design HSP-PCB, Aetha, AgriLink, SkyLink User & national data control
AI for Good Aether Vision, HAI-DEF, AgriLink Ethical intelligence systems
Resilience & Inclusion SkyLink, AgriLink Connectivity & climate adaptation
Ethical Governance Ethical Extraction, Aetha Transparent multi-stakeholder value

🧭 Research Roadmap (By Pillar)⚓

A. Hardware Trust & Sovereignty (2026–2028)⚓

  • Trusted firmware proofs
  • Cryptographic recovery mechanisms
  • Packaging for mass adoption

B. Ethical Network Control (2026–2027)⚓

  • Offline-first comms protocols
  • Metadata minimization
  • Adaptive mesh networks

C. AI Integration (2026–2030)⚓

  • On-device secure inference
  • Federated learning across sovereign nodes
  • Explainable AI in safety-critical domains

D. Policy & Governance (2026–2030)⚓

  • Multi-stakeholder agreement frameworks
  • Pan-regional standards
  • Human rights compliance

E. Sustainability & Inclusion (2026–2030)⚓

  • Low-power & repairable hardware design
  • Climate impacts in digital infrastructure
  • Cost-offset models for community uptake

🎓 Learning Outcomes⚓

Through this project and research trajectory:

✅ Secure hardware design & fabrication
✅ Embedded system threat modeling
✅ Edge-first system architecture
✅ Privacy-preserving IoT infrastructure
✅ Sovereign system deployment principles
✅ Research documentation & reproducibility

🎯 9-Day Course Structure⚓

Day Focus Deliverable
Day 1 Foundations & Problem Statement Executive summary, threat landscape
Day 2 Digital Modeling & Architecture Parametric PCB outline & block diagrams
Day 3 PCB Milling & DFM KiCad layout, manufacturing specs
Day 4 Materials & Constraints Material selection & sustainability report
Day 5 CNC & Laser Enclosure Laser-cut prototype template
Day 6 Additive Manufacturing 3D-printed form-fit prototype
Day 7 CNC Router Integration Router-cut modular attachments
Day 8 Molding & Casting Mold design for scaled production
Day 9 Final Documentation Threat matrix, recovery model, complete spec package

🌐 Website Features⚓

  • ✅ Responsive Design — Mobile-friendly documentation
  • ✅ Dark/Light Theme — Modern purple & cyan colors
  • ✅ Interactive Navigation — Tab-based course structure
  • ✅ Image Gallery — Glightbox lightbox for CAD & fabrication
  • ✅ Auto-Deployment — GitHub Actions CI/CD
  • ✅ Full-Text Search — Search all documentation
  • ✅ Git Integration — Last updated tracking
  • ✅ Accessibility — WCAG 2.1 AA compliant

🚀 Getting Started⚓

Local Development⚓

# Clone repository
git clone https://github.com/ernestonkunzimana/HSP-PCB-board.git
cd HSP-PCB-board

# Setup Python environment
python -m venv .venv
.venv\Scripts\activate  # Windows
source .venv/bin/activate  # Mac/Linux

# Install & run
pip install -r requirements.txt
mkdocs serve

Visit: http://127.0.0.1:8000/HSP-PCB-board/

Deploy to GitHub Pages⚓

git add .
git commit -m "Update: [your message]"
git push origin main
# Auto-deployed in 2–3 minutes!

📚 Documentation Structure⚓

HSP-PCB-board/
├── docs/
│   ├── index.md              # Homepage
│   ├── Daily-Activity/
│   │   ├── index.md          # Course overview
│   │   ├── day_1.md - day_9.md
│   ├── images/
│   └── stylesheets/
├── mkdocs.yml
├── requirements.txt
└── README.md

🔗 Contact & Academic Identity⚓

  • GitHub: https://github.com/ernestonkunzimana
  • ORCID: https://orcid.org/0009-0007-2107-6572
  • LinkedIn: https://www.linkedin.com/in/ernest-nkunzimana-975452264/
  • X/Twitter: https://x.com/ErnestNkunzima
  • Location: 🇷🇼 Kigali, Rwanda
  • Research Focus: Secure Edge AI & Sovereign IoT Infrastructure

📄 License⚓

Creative Commons Attribution Non-commercial (CC BY-NC)

Developed under
University of Rwanda – ACEIoT
Modeling & Fabrication Course | 2026

Status: Active Research & Expansion
Last Updated: January 31, 2026

👉 Explore the Daily Activities to follow the 9-day fabrication journey!

My Journey⚓

Born and raised in Rwanda, I discovered an early fascination with electronics and communication technologies. I began cultivating hands-on expertise through professional training in fiber-optic installation and troubleshooting, which gave me a practical foundation in connectivity systems.

I went on to earn my Bachelor of sciencewith honors in Information Technology from the University of Rwanda, College of Science and Technology. Building on this academic and technical base, I am now advancing my skills in embedded systems and IoT—focusing on the integration of electronics, communication, and smart connected devices. My journey is driven by a commitment to transforming theoretical knowledge into practical, real-world applications that improve everyday life and empower communities