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11257079/README.md

πŸ€– Hi, I'm Birhanu Ayalew Demssie

πŸŽ“ MSc Student in Communications, Navigation & Control Engineering (CNCE)
πŸ“ National Taiwan Ocean University (NTOU), Taiwan

I’m passionate about developing intelligent system algorithms that connect spacecraft navigation, robotics control, and AI-based sensing systems.
My work focuses on GNSS/INS sensor fusion, nonlinear filtering, and machine-learning-driven control, building adaptive software and algorithms for next-generation autonomous platforms in space, air, and ground systems.


πŸš€ Research & Projects

  • πŸ›°οΈ Entropy-Based Nonlinear Kalman Filters (CEE, MEE, MCC) for spacecraft orbit and attitude estimation under GPS navigation
  • πŸ€– Intelligent Robotics System Algorithms for motion control, perception, and decision-making
  • 🧭 AI-Enhanced Navigation and Sensor Fusion for GNSS/INS/Vision-based state estimation
  • βš™οΈ FPGA/GPU-Accelerated Machine Learning Pipelines for real-time signal processing and adaptive control
  • 🌐 Smart GNSS Receiver with IoT Connectivity for real-time monitoring and cloud-based analytics

🧰 Skills & Tools

MATLAB | Python | C++ | Simulink | TensorFlow | ROS | FPGA | Kalman Filters | GNSS/INS Fusion | Orbit Dynamics | AI-Based Control | Autonomous Systems


πŸ“œ Certifications

  • πŸŽ“ Supervised Machine Learning β€” Stanford University (DeepLearning.AI)
  • πŸ›°οΈ Autonomous Aerospace Systems β€” UniversitΓ  di Napoli Federico II
  • βš™οΈ Machine Learning Onramp β€” MATLAB
  • πŸ’» IT Essentials (ITE) β€” Cisco Networking Academy
  • 🧩 Simulation Onramp β€” MATLAB

πŸ”— Connect with Me

πŸ“§ [email protected]
πŸ”— LinkedIn
πŸ’» GitHub Projects


⭐ β€œIntegrating intelligent algorithms for autonomous navigation, robotics, and satellite systems β€” advancing smart sensing and control technologies.”

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