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┌─────────────────────────────────────────────────────────────────────┐
│  AEROTWIN SYSTEM STATUS — DORNIER 228-212 LANDING GEAR MONITOR      │
├──────────────────────┬──────────────────────┬───────────────────────┤
│  Model Accuracy      │  Fault Classes       │  Inference Latency    │
│  ██████████  98.5%   │  11 Conditions       │  47 ms on Edge        │
├──────────────────────┼──────────────────────┼───────────────────────┤
│  Training Cycles     │  Feature Vectors     │  Cost vs. HUMS        │
│  9,500 (physics)     │  273 per window      │  350× cheaper         │
└──────────────────────┴──────────────────────┴───────────────────────┘

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📡 Mission Briefing

I'm a final-year Aerospace Engineering student at AFIT Kaduna (CGPA 4.10/5.00) and an incoming M.Sc. candidate at Beihang University's Smart Aviation Center (Hangzhou International Innovation Institute).

My work lives at the intersection of physics-informed machine learning, aviation digital twins, and secure avionics communication. I don't just simulate aircraft — I build systems that monitor, predict, and defend them.

Active Research:

• 📄 AIAA JAIS — AeroTwin: CNN-BiLSTM Edge Digital Twin for Landing Gear PHM (MS ID: 2026-02-I011895)
• 📄 IEEE TAES — PHI-CHAIN: Blockchain Security for Avionics Comm (Ref: TAES-2026-0772)

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🛠️ Technical Loadout

Core Engineering Stack

Data & Telemetry

Security & Blockchain

Dev & Platform

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🚀 Flagship Projects

🛬 AeroTwin CNN-BiLSTM Edge Digital Twin Physics-based digital twin for Dornier 228-212 landing gear health monitoring. 9,500 physics-simulated landing cycles → 11-class fault classification at 98.5% accuracy with 47 ms edge latency. Delivers 350× cost reduction vs. commercial HUMS. CNN-BiLSTM · MATLAB Simscape · SHAP · PHM	🔐 PHI-CHAIN Blockchain Avionics Security Framework Hyperledger Fabric + Ed25519 + Merkle batching to secure ADS-B, ACARS, CPDLC, ADS-C, and Telemetry channels. Features a Physics-Informed Digital Twin Validator (PIDT) for semantic anomaly detection beyond cryptographic checks. Hyperledger Fabric · Ed25519 · Merkle Tree · PIDT
🔥 Gas Turbine Ignition DT Reliability-Centred Digital Twin 26,000-sample FMEA-backed digital twin for B787 ignition systems. 11-mode failure analysis, reliability block diagrams, RF/XGBoost/LightGBM ensemble with SMOTE balancing. Submitted to Reliability Engineering & System Safety. FMEA · Reliability Engineering · SMOTE · RESS	🤖 Penelope — Sovereign AI Agent Fully Offline Hardware-Fingerprinted Agent Local model router running on HP ProBook via WSL2. Auto-routes to phi4:14b → qwen2.5-coder:7b → deepseek-r1:7b based on task class. Calls MATLAB, ANSYS, and FlightGear via Windows interop. Upgrades to cloud (OpenRouter) when internet is detected. Ollama · WSL2 · phi4 · MATLAB interop

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✈️ Operational Experience

╔══════════════════════════════════╦══════════════════════════════════╗
║  🏛️  NCAA — Airworthiness Dept.  ║  🔧  Executive Airlift — MRO     ║
╠══════════════════════════════════╬══════════════════════════════════╣
║  Technical log audits            ║  Wheel assembly overhauls        ║
║  Certification documentation     ║  Hydraulic system checks         ║
║  Regulatory standards review     ║  VIP aircraft line maintenance   ║
║  Airworthiness standards         ║  Abuja International Airport     ║
╚══════════════════════════════════╩══════════════════════════════════╝

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🎓 Academic & Research Milestones

Year	Milestone
2026	📄 Manuscript submitted — AIAA Journal of Aerospace Information Systems
2026	📄 Manuscript submitted — IEEE Transactions on Aerospace & Electronic Systems
2026	🎓 B.Eng. Aerospace Engineering — AFIT Kaduna (Expected)
2026	🏛️ M.Sc. Electronic Information — Beihang University, Smart Aviation Center
2026	🏆 MathWorks Drone Competition — Virtual Line-Follower Track
2025	📦 Datasets published on Kaggle — AeroTwin + Gas Turbine Ignition DT

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📊 GitHub Analytics

 

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🏆 GitHub Trophies

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🐍 Contribution Activity

💬 Current Focus

Beihang M.Sc. prep · IEEE TAES revision · MATLAB Onramp certifications · Upwork freelance launch

"The aircraft does not lie. Every vibration is a sentence. I build the translators."